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Provided facility management services for ...","position":10},{"url":"https://www.linkedin.com/in/adamjohnsoninorganic","name":"Adam Johnson","role":"Adam Johnson Chemistry Professor and Chair","query":9,"title":"Adam Johnson - Chemistry Professor and Chair at Harvey Mudd College ...","reason":"named_query_names_this_person","outcome":"filed","snippet":"Adam Johnson Chemistry Professor and Chair at Harvey Mudd College Claremont, California, United States 293 followers 274 connections See your mutual connections","position":1,"subject_mentioned":true},{"url":"https://www.linkedin.com/in/adam-johnson-mph-6530a022","name":"Adam Johnson","query":9,"title":"Adam Johnson, MPH - Calyxo, Inc. | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Commercial leader with over a decade of experience driving disruption across medical… · Experience: Calyxo, Inc. · Location: San Francisco Bay Area · 500+ connections on LinkedIn. View Adam ...","position":2,"witnesses":["full_name"]},{"url":"https://ca.linkedin.com/in/adam-johnson-9462411b","name":"Adam Johnson","query":9,"title":"Adam Johnson - Creative problem solver with a passion for driving ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Creative problem solver with a passion for driving continuous improvement. · As the Manager over the Corporate Health, Safety and Environmental Division, I am responsible for providing leadership and direction in the planning, development, implementation, and evaluation of HSE matters for all of Volker Stevin Canada's group of companies. 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View Adam Johnson's profile on LinkedIn, a professional community of 1 billion members.","position":8,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/adam-johnson-85436044","name":"Adam Johnson","query":9,"title":"Adam Johnson - CEO and Founder at Movement Consulting | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"CEO and Founder at Movement Consulting · Experience: Iron Medical Systems · Location: Orange County · 500+ connections on LinkedIn. View Adam Johnson's profile on LinkedIn, a professional ...","position":9,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/ladamjohnson","name":"Adam Johnson","query":9,"title":"Adam Johnson - Committed to Improving the Industry of Sales | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"View Adam Johnson's profile on LinkedIn, a professional community of 1 billion members.","position":10,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/alcoop","name":"Al Cooper CISSP","query":10,"title":"Al Cooper CISSP - Owner, HMC Networks, Inc. | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Owner, HMC Networks, Inc. · Chief Information Officer/Chief Security Officer Effective cyber security is first managing people, second managing the process and finally managing the technology. In ...","position":1},{"url":"https://ca.linkedin.com/company/hmc-services","query":10,"title":"HMC Services - LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"HMC Services | 46 followers on LinkedIn. Locally owned and operated, HMC Services is a mechanical contractor located in Southeast Louisiana. We specialize in commercial and industrial HVAC-R, and offer our services to the entire Southeastern region of the United States. Our services include, but are not limited to, HVAC-R repairs, maintenance, and implementation.","position":2},{"url":"https://www.linkedin.com/pub/dir/alexander/focke","query":10,"title":"8 \"Alexander Focke\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Alexander Focke\" on LinkedIn. 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What?","position":6},{"url":"https://de.linkedin.com/in/alexanderfocke","name":"Alex Focke","query":10,"title":"Alex Focke - Engagement Manager at McKinsey & Company | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Engagement Manager at McKinsey & Company · I am an Engagement Manager advising industrial, aerospace &amp; defense clients on AI, robotics, innovation, and growth strategy. Selected project examples from my experience: Developed strategic perspectives on the European defense-tech ecosystem, including AI and sovereign defense technologies, supporting client development and market ...","position":7,"witnesses":["only_profile_of_the_name"]},{"url":"https://de.linkedin.com/company/h.-h.fockegmbh&co.kg","query":10,"title":"H.-H. Focke GmbH & Co. KG | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"H.-H. Focke - a member of the focke group Die H.-H. FOCKE GMBH & CO. KG ist seit 1978 ein erfolgreicher und zuverlässiger Partner für den Maschinenbau mit Sitz in Berlin. Auf einer Fläche von ca. 11.000 qm entwickeln und produzieren wir Einzelteile sowie komplexe Maschinenkomponenten für die Verpackungsindustrie. Mit über 300 Mitarbeitern ist es uns möglich, die gesamte ...","position":8},{"url":"https://au.linkedin.com/company/hmccapital","query":10,"title":"HMC Capital - LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"HMC Capital invests in high conviction platforms aligned with long-term structural trends, including demographics, decarbonisation, digitalisation and deglobalisation, supported by approximately $1 billion of balance sheet co-investments. 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Bekijk het profiel van Isabelle Focke-Snieders op LinkedIn, een professionele community van 1 miljard leden.","position":10},{"url":"https://www.linkedin.com/in/allan-schmidt-cpa-b96083a3","name":"Allan Schmidt","query":11,"title":"Allan Schmidt, CPA - Assistant Treasurer and Financial ... - LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Allan Schmidt, CPA Assistant Treasurer and Financial Analyst at Harvey Mudd College Rancho Cucamonga, California, United States 227 followers 224 connections See your mutual connections","position":1,"witnesses":["full_name","role_word"],"subject_mentioned":true},{"url":"https://www.linkedin.com/pub/dir/Allan+Schmidt/+","query":11,"title":"8 \"Allan Schmidt\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Allan Schmidt\" on LinkedIn. There are 8 professionals named \"Allan Schmidt\", who use LinkedIn to exchange information, ideas, and ...","position":2},{"url":"https://ca.linkedin.com/in/allan-schmidt-9235a14","name":"Allan Schmidt","query":11,"title":"Allan Schmidt - Oil & Energy Consultant and Contractor | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Oil & Energy Consultant and Contractor · Location: Canada · 15 connections on LinkedIn. View Allan Schmidt's profile on LinkedIn, a professional community of 1 billion members.","position":3,"witnesses":["full_name"]},{"url":"https://ca.linkedin.com/in/allan-schmidt-8b69597b","name":"Allan SCHMIDT","query":11,"title":"Allan SCHMIDT - SECURITY GUARD at COMMISSIONAIRES-BRITISH COLUMBIA ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"SECURITY GUARD at COMMISSIONAIRES-BRITISH COLUMBIA · Experience: COMMISSIONAIRES-BRITISH COLUMBIA · Location: Kelowna. 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View Allan Schmidt's profile on LinkedIn, a professional community of 1 billion members.","position":6,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/allanschmidt","name":"Allan Schmidt","query":11,"title":"Allan Schmidt, MBA, MBCP, MBCI, CPSCP - Cotality | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"View Allan Schmidt, MBA, MBCP, MBCI, CPSCP's profile on LinkedIn, a professional community of 1 billion members.","position":7,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/allan-schmidt-4b35453a","name":"Allan Schmidt","query":11,"title":"Allan Schmidt - Owner, Corporate Consulting | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Owner, Corporate Consulting · Leaders in a thriving company create a vision for their business, inspire a feeling of loyalty in others, create a sense of teamwork and bring out the best in their ...","position":8,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/allan-schmidt-23311911","name":"Allan Schmidt","query":11,"title":"Allan Schmidt - Aircraft Line Maint Tech at United Airlines | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Allan Schmidt Aircraft Line Maint Tech at United Airlines Los Angeles, California, United States 26 followers 26 connections See your mutual connections","position":9,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/pub/dir/Allan/Schmidt/us-0-United-States","query":11,"title":"30+ \"Allan Schmidt\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Allan Schmidt\" on LinkedIn. There are 30+ professionals named \"Allan Schmidt\", who use LinkedIn to exchange information, ideas, and opportunities.","position":10},{"url":"https://www.linkedin.com/in/alyssa-n-gee","name":"Alyssa Gee","query":12,"title":"Alyssa Gee, M.A. - Program Manager, Office of Career Services | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Program Manager, Office of Career Services · I believe education is a catalyst and serves as a foundational resource for individuals to reach new heights. 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View Amy Bibbens ...","position":1,"subject_mentioned":true},{"url":"https://www.linkedin.com/pub/dir/+/Bibbens/us-49-Los-Angeles-Metropolitan-Area","query":14,"title":"10+ \"Bibbens\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"Amy Bibbens Associate Dean for Academic Resources and Student Success at Harvey Mudd College Los Angeles Metropolitan Area Harvey Mudd College, +1 more , +1 more","position":2,"subject_mentioned":true},{"url":"https://www.linkedin.com/pub/dir/%20/Bibbens","query":14,"title":"100+ \"Bibbens\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Bibbens\" on LinkedIn. There are 100+ professionals named \"Bibbens\", who use LinkedIn to exchange information, ideas, and opportunities.","position":3},{"url":"https://www.linkedin.com/in/amykarn","name":"Amy Karn","query":14,"title":"Amy Karn, AIA, NCARB, CDT - Principal Architect at HMC Architects ...","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Principal Architect at HMC Architects · Experience: HMC Architects · Education: University of Southern California · Location: Rancho Cucamonga · 485 connections on LinkedIn. View Amy Karn, AIA ...","position":4},{"url":"https://www.linkedin.com/in/amy-hubner-64878b1b6","name":"Amy Hubner","role":"Insurance Billing Specialist","query":14,"title":"Amy Hubner - Insurance Billing Specialist at HMC | LinkedIn","reason":"employer_slot_is_the_business","outcome":"filed","snippet":"Insurance Billing Specialist at HMC · Experience: Hopedale Medical Complex · Education: Illinois Central College · Location: Mackinaw · 47 connections on LinkedIn. View Amy Hubner's profile ...","position":5,"query_reason":"not_the_person_the_query_named"},{"url":"https://www.linkedin.com/in/amy-biron-6a4b8610","name":"Amy Biron","query":14,"title":"Amy Biron - A/R-Collections at HMC Electronics | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"A/R-Collections at HMC Electronics · Experience: HMC Electronics · Education: Norton High School · Location: Mansfield. 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Ver el perfil de Adriana Sierra Angel en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":3},{"url":"https://pr.linkedin.com/in/analis-alicea-23a5152a","name":"Analis Alicea","query":15,"title":"Analis Alicea - Material Planner | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Material Planner · Purchasing Coordinator. SAP. Inventory Control. Service Coordinator on site Project. Following Orders. Evaluate Proposal and Suppliers. Keep inventory levels. Process organization. Documentation. Manage over 50 Suppliers. Manage expenses, budget OGS. 5S. ABC Analysis. Receive Orders and Organization. Owner Storeroom. Manage Reports. Competitive, Determined,multifunctional ...","position":4},{"url":"https://cl.linkedin.com/in/adriana-sierra-644548278","name":"Adriana Sierra","query":15,"title":"Adriana Sierra - Strategy & Research Specialist en HMC CAPITAL | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Strategy & Research Specialist en HMC CAPITAL · Experiencia: HMC CAPITAL · Ubicación: Gran Santiago. Mira el perfil de Adriana Sierra en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":5},{"url":"https://in.linkedin.com/company/analis","query":15,"title":"Analis | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"Analis | 5,896 followers on LinkedIn. Distributor of scientific instruments for laboratories and lab furniture on Benelux market | A LABORATORY HAS NO SECRETS FOR US. ALMOST 100 YEARS OF EXPERIENCE. 35 000 USERS. MORE THAN 100 BRANDS.","position":6},{"url":"https://ca.linkedin.com/in/analis-ricasata-130399120","name":"Analis Ricasata","query":15,"title":"Analis Ricasata - Company Secretary at NATURES ... - LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Company Secretary at NATURES ESSENCEAROMATHERAPY CO.LTD · Experience: NATURES ESSENCEAROMATHERAPY CO.LTD · Location: Calgary. View Analis Ricasata's profile on LinkedIn, a professional community of 1 billion members.","position":7},{"url":"https://ca.linkedin.com/pub/dir/Adriana/Sierra","query":15,"title":"700+ \"Adriana Sierra\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Adriana Sierra\" on LinkedIn. There are 800+ professionals named \"Adriana Sierra\", who use LinkedIn to exchange information, ideas, and opportunities.","position":8},{"url":"https://www.linkedin.com/in/asierracounseling","name":"Dr. Ana Sierra","query":15,"title":"Dr. Ana Sierra, PhD - Immigration Evaluation Specialist ... - LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"· Dr. Ana Sierra is the Founder of Ana Sierra Counseling / Consejería, PLLC, dedicated to providing culturally competent mental health services to the Latinx community in Washington, DC.","position":9},{"url":"https://www.linkedin.com/in/analis-lopez-a999a0256","name":"Analis Lopez","query":15,"title":"Analis Lopez - -- | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"-- · Experience: USA Global Logistics · Location: 28202. View Analis Lopez's profile on LinkedIn, a professional community of 1 billion members.","position":10},{"url":"https://www.linkedin.com/in/andreaswann","name":"Andrea Swann","role":"Executive Director","query":16,"title":"Andrea Swann - Executive Director at Harvey Mudd College | LinkedIn","reason":"named_query_names_this_person","outcome":"filed","snippet":"Executive Director at Harvey Mudd College · Experience: Harvey Mudd College · Location: Los Angeles Metropolitan Area · 345 connections on LinkedIn. View Andrea Swann's profile on LinkedIn, a ...","position":1,"subject_mentioned":true},{"url":"https://www.linkedin.com/in/andrea-swan-bsn-rn-a8585089","name":"Andrea Swan BSN","query":16,"title":"Andrea Swan BSN, RN - Director of Quality Improvement and ... - LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Andrea Swan BSN, RN Director of Quality Improvement and Health Equity @ Central California Alliance for Health | Quality Management Expertise","position":2},{"url":"https://ca.linkedin.com/in/andrea-swan-4a5a09194","name":"Andrea Swan","query":16,"title":"Andrea Swan - Health Consultant at Contractor | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Health Consultant at Contractor · Experience: Contractor · Location: British Columbia · 5 connections on LinkedIn. View Andrea Swan's profile on LinkedIn, a professional community of 1 billion members.","position":3},{"url":"https://ca.linkedin.com/in/andrea-swan-44951014","name":"Andrea Swan","query":16,"title":"Andrea Swan - Family Resource Network Director | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Family Resource Network Director · Experience: Elizabeth Metis Settlement · Education: Portage College · Location: Cold Lake · 89 connections on LinkedIn. View Andrea Swan's profile on LinkedIn, a professional community of 1 billion members.","position":4},{"url":"https://www.linkedin.com/pub/dir/andrea/swann","query":16,"title":"30+ \"Andrea Swann\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Andrea Swann\" on LinkedIn. There are 30+ professionals named \"Andrea Swann\", who use LinkedIn to exchange information, ideas, and opportunities.","position":5},{"url":"https://www.linkedin.com/in/andrea-swann-b271a62","name":"Andrea Swann","query":16,"title":"Andrea Swann - El Segundo, California, United States - LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Location: El Segundo · 11 connections on LinkedIn. View Andrea Swann's profile on LinkedIn, a professional community of 1 billion members.","position":6,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/aswan1","name":"Andrea Swan","query":16,"title":"Andrea Swan - San Francisco Bay Area | Professional Profile | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Objective: To work within an establishment that provides a structured and ethical… · Education: University of Southern California · Location: San Francisco Bay Area. View Andrea Swan's ...","position":7},{"url":"https://www.linkedin.com/pub/dir/Andrea/Swann/us-0-United-States","query":16,"title":"10+ \"Andrea Swann\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Andrea Swann\" on LinkedIn. There are 10+ professionals named \"Andrea Swann\", who use LinkedIn to exchange information, ideas, and opportunities.","position":8},{"url":"https://www.linkedin.com/in/andrea-swann-54951885","name":"andrea swann","query":16,"title":"andrea swann - Mental Health Care Professional | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Mental Health Care Professional · Experience: alliance inc · Education: University of the District of Columbia · Location: New Alexandria. View andrea swann's profile on LinkedIn, a ...","position":9,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/andrea-swann-768ab76b","name":"Andrea Swann","query":16,"title":"Andrea Swann - Former accomplished catering, special events ... - LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Andrea Swann Former accomplished catering, special events & hospitality professional who has recently decided to retire in order to help take care of an ailing parent.","position":10,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/vindas-melendez","name":"Andrés R. Vindas Meléndez","query":17,"title":"Andrés R. Vindas Meléndez - Assistant Professor of ... - LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"View Andrés R. Vindas Meléndez's profile on LinkedIn, a professional community of 1 billion members.","position":1,"witnesses":["role_word"]},{"url":"https://www.linkedin.com/pub/dir/Andr%C3%A9s/Mel%C3%A9ndez+Hern%C3%A1ndez","query":17,"title":"6 \"Andrés Meléndez Hernández\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Andrés Meléndez Hernández\" on LinkedIn. There are 6 professionals named \"Andrés Meléndez Hernández\", who use LinkedIn to exchange information, ideas ...","position":2},{"url":"https://ca.linkedin.com/in/andres-melendez-48b142181","name":"Andres Melendez","query":17,"title":"Andres Melendez - Quality and Administrative Specialist at Siemens ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Quality and Administrative Specialist at Siemens Canada · Experience: Siemens · Education: Wilfrid Laurier University · Location: Canada · 50 connections on LinkedIn. View Andres Melendez's profile on LinkedIn, a professional community of 1 billion members.","position":3,"witnesses":["full_name"]},{"url":"https://pr.linkedin.com/in/andr%C3%A9s-mel%C3%A9ndez-a59801102","name":"Andrés Meléndez","query":17,"title":"Andrés Meléndez - Brand & Digital Designer | CPG, Packaging & Consumer ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Brand & Digital Designer | CPG, Packaging & Consumer Brands · Educación: University of Puerto Rico-Carolina · Ubicación: Puerto Rico · 105 contactos en LinkedIn. Mira el perfil de Andrés Meléndez en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":4,"witnesses":["full_name"]},{"url":"https://mx.linkedin.com/in/andr%C3%A9s-mel%C3%A9ndez-hern%C3%A1ndez-45156a50","name":"Andrés Meléndez Hernández","query":17,"title":"Andrés Meléndez Hernández - Albéa Group | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Experiencia: Albéa Group · Educación: Instituto Tecnológico de Matamoros · Ubicación: Heroica Matamoros · 171 contactos en LinkedIn. Ver el perfil de Andrés Meléndez Hernández en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":5},{"url":"https://uk.linkedin.com/in/andresmelendez02","name":"Andres M.","query":17,"title":"Andres M. - 서강대학교 - London, England, United Kingdom | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Experience: WTA Group · Education: 서강대학교 · Location: Colindale · 500+ connections on LinkedIn. View Andres M.'s profile on LinkedIn, a professional community of 1 billion members.","position":6},{"url":"https://mx.linkedin.com/in/andr%C3%A9s-mel%C3%A9ndez-le%C3%B3n-966701b0","name":"Andrés Meléndez León","query":17,"title":"Andrés Meléndez León - Agencia de Seguridad, Energía y Ambiente ASEA ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Experiencia: Agencia de Seguridad, Energía y Ambiente ASEA · Educación: Escuela Libre de Derecho · Ubicación: Ciudad de México · 355 contactos en LinkedIn. Ver el perfil de Andrés Meléndez León en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":7},{"url":"https://pr.linkedin.com/in/andr%C3%A9s-m%C3%A9ndez-b571962b","name":"Andrés Méndez","query":17,"title":"Andrés Méndez - Corporate Finance | A B A R C A | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Corporate Finance | A B A R C A · Experiencia: Abarca Health · Ubicación: Puerto Rico · 420 contactos en LinkedIn. Mira el perfil de Andrés Méndez en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":8},{"url":"https://ca.linkedin.com/in/andres-melendez-728b1718a","name":"Andres Melendez","query":17,"title":"Andres Melendez - Roofing installer at IM. ROOFING SERVICES LIMITED ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Roofing installer at IM. ROOFING SERVICES LIMITED · Experience: IM. ROOFING SERVICES LIMITED · Location: Greater Toronto Area, Canada. View Andres Melendez's profile on LinkedIn, a professional community of 1 billion members.","position":9,"witnesses":["full_name"]},{"url":"https://ve.linkedin.com/in/andresmmelendez","name":"Andrés M. Meléndez S.","query":17,"title":"Andrés M. Meléndez S. - Gerente de Operaciones | Ingeniero Industrial ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Gerente de Operaciones | Ingeniero Industrial | Lean Six Sigma Green Belt | Optimización de procesos | Procesos de Manufactura · Soy ingeniero industrial con una sólida experiencia en la gestión de operaciones, producción, logística y cadena de suministro, acumulada a lo largo de varios años. En mi rol actual como Gerente de Operaciones en ALIMENTOS ALVARIGUA, lidero la planificación ...","position":10},{"url":"https://www.linkedin.com/in/angie-aguilar-1709b7253","name":"ANGIE AGUILAR","query":18,"title":"ANGIE AGUILAR - Accelerated Growth + Conversions, Expanding Physician ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"ANGIE AGUILAR Accelerated Growth + Conversions, Expanding Physician Market Relationships, Delivering Measurable Execution. Achieving Annual Revenue Growth through Innovative Development ...","position":1,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/angie-aguilar-2996302b4","name":"Angie Aguilar","query":18,"title":"Angie Aguilar - Front Office Manager at Lotus Management, Inc - LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"· Experience: Lotus Management, Inc · Education: San Benito High School; Hollister Ca · Location: Hollister · 8 connections on LinkedIn. View Angie Aguilar's profile on LinkedIn, a ...","position":2,"witnesses":["full_name"]},{"url":"https://ca.linkedin.com/in/angie-aguilar-701a11154","name":"Angie Aguilar","query":18,"title":"Angie Aguilar - Customer Experience Expert | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Customer Experience Expert · I believe reliability is the base of customer experience, along with a collaborative and positive attitude, continuos leaning and process improvement in a digital evolving market. · Experience: Thales Digital Identity and Security (ex Gemalto) · Education: Universidad Nacional Autónoma de México · Location: Burlington · 137 connections on LinkedIn. View ...","position":3,"witnesses":["full_name"]},{"url":"https://ca.linkedin.com/pub/dir/Angela/Aguilar/ca-0-Canada","query":18,"title":"9 \"Angela Aguilar\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Angela Aguilar\" on LinkedIn. There are 9 professionals named \"Angela Aguilar\", who use LinkedIn to exchange information, ideas, and opportunities.","position":4},{"url":"https://mx.linkedin.com/in/angie-aguilar-b035a416b","name":"Angie Aguilar","query":18,"title":"Angie Aguilar - Michelin | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Experiencia: Michelin · Educación: Universidad Autónoma de Querétaro · Ubicación: Corregidora · 331 contactos en LinkedIn. Ver el perfil de Angie Aguilar en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":5,"witnesses":["full_name"]},{"url":"https://mx.linkedin.com/in/angie-aguilar-8548a92b5","name":"Angie Aguilar","query":18,"title":"Angie Aguilar - -- | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"-- · Experiencia: MENDOZA SANCHEZ AGENCIA ADUANAL SC · Ubicación: 11300. Mira el perfil de Angie Aguilar en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":6,"witnesses":["full_name"]},{"url":"https://hn.linkedin.com/in/angie-aguilar-aaa71a197","name":"Angie Aguilar","query":18,"title":"Angie Aguilar - -- | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"-- · Educación: Universidad Tecnológica de Honduras · Ubicación: Honduras. Mira el perfil de Angie Aguilar en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":7,"witnesses":["full_name"]},{"url":"https://cr.linkedin.com/in/angie-aguilar-55964312","name":"Angie Aguilar","query":18,"title":"Angie Aguilar - Staffing and HR Consultant | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Staffing and HR Consultant · HR Consulting: • International Hiring and Recruiting. • Training and Development. Clinical Expertise: • Autistic Spectrum treatment. • Hypnosis. • General counseling. • Educational Psychology. Specialties: • Psychologist. • Animal Assisted Therapist. • Hypnotherapist. · Experiencia: IBM Costa Rica · Ubicación: Costa Rica · 51 contactos en ...","position":8,"witnesses":["full_name"]},{"url":"https://ec.linkedin.com/in/angie-aguilar-96092090","name":"Angie Aguilar","query":18,"title":"Angie Aguilar - MBA | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"MBA · Experiencia: Tecpetrol · Educación: Universidad Internacional del Ecuador · Ubicación: Ecuador · 366 contactos en LinkedIn. Mira el perfil de Angie Aguilar en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":9,"witnesses":["full_name"]},{"url":"https://gt.linkedin.com/in/angie-aguilar-5705182a4","name":"Angie Aguilar","query":18,"title":"Angie Aguilar - Quality Analyst | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Quality Analyst · Highly motivated and hard working are two keywords I'd choose to describe myself as a young professional currently working in the customer service field. I strive to provide high-quality service and positive experiences, ensuring each interaction is unique and up to standards. I am passionate about helping people and providing resolutions or alternatives when needed, using ...","position":10,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/ann-esin-152a412a5","name":"Ann Esin","role":"Associate Professor","query":19,"title":"Ann Esin - Associate Professor at Harvey Mudd College | LinkedIn","reason":"named_query_names_this_person","outcome":"filed","snippet":"Associate Professor at Harvey Mudd College · Experience: Harvey Mudd College · Location: Claremont · 1 connection on LinkedIn. View Ann Esin's profile on LinkedIn, a professional community of ...","position":1,"subject_mentioned":true},{"url":"https://www.linkedin.com/in/ann-esin-123ab626","name":"Ann Esin","role":"Professor","query":19,"title":"Ann Esin - Professor at Harvey Mudd College | LinkedIn","reason":"named_query_names_this_person","outcome":"filed","snippet":"Professor at Harvey Mudd College · Experience: Harvey Mudd College · Location: La Canada Flintridge · 2 connections on LinkedIn. View Ann Esin's profile on LinkedIn, a professional community ...","position":2,"subject_mentioned":true},{"url":"https://www.linkedin.com/pub/dir/Ann/Esin","query":19,"title":"4 \"Ann Esin\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Ann Esin\" on LinkedIn. There are 4 professionals named \"Ann Esin\", who use LinkedIn to exchange information, ideas, and opportunities.","position":3},{"url":"https://www.linkedin.com/pub/dir/Esin/+/ca-0-Canada","query":19,"title":"30+ \"Esin\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Esin\" on LinkedIn. There are 30+ professionals named \"Esin\", who use LinkedIn to exchange information, ideas, and opportunities.","position":4},{"url":"https://www.linkedin.com/pub/dir/+/Esin/us-0-United-States/","query":19,"title":"90+ \"Esin\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"Ann Esin Professor at Harvey Mudd College La Canada Flintridge, CA Harvey Mudd College","position":5,"subject_mentioned":true},{"url":"https://www.linkedin.com/pub/dir/Jolly+Ann/Esin","query":19,"title":"2 \"Jolly Ann Esin\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Jolly Ann Esin\" on LinkedIn. There are 2 professionals named \"Jolly Ann Esin\", who use LinkedIn to exchange information, ideas, and ...","position":6},{"url":"https://www.linkedin.com/in/ann-hosein-0814041","name":"Ann Hosein","query":19,"title":"Ann Hosein - San Jose, California, United States | Professional Profile ...","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Location: San Jose · 269 connections on LinkedIn. View Ann Hosein's profile on LinkedIn, a professional community of 1 billion members.","position":7},{"url":"https://ca.linkedin.com/company/hmc-farms","query":19,"title":"HMC Farms | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"HMC Farms | 1,640 followers on LinkedIn. Doing what tastes right.® | HMC Farms is a leading grower, packer, shipper and marketer of stone fruit and table grapes in the San Joaquin Valley, CA, with offices in Santiago Chile and growers in Peru and Mexico.","position":8},{"url":"https://ca.linkedin.com/in/camille-esin","name":"Camille Esin","query":19,"title":"Camille Esin - Student at The University of British Columbia | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Student of Political Science and Informatics at the University of British Columbia, Vancouver. A focused, hardworking professional who prides herself on the ability to lead large groups of people, create engaging activities, and contribute to the education of young people. Experienced in event organization, data analysis, media development, philanthropy initiatives, and residential management.","position":9},{"url":"https://in.linkedin.com/in/rejj-ann-614793328","name":"Rejj Ann","query":19,"title":"Rejj Ann - Staff at Hmc | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Staff at Hmc · Experience: Hmc · Location: Delhi. View Rejj Ann's profile on LinkedIn, a professional community of 1 billion members.","position":10},{"url":"https://www.linkedin.com/pub/dir/Ann/Lougheed","query":20,"title":"6 \"Ann Lougheed\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Ann Lougheed\" on LinkedIn. There are 6 professionals named \"Ann Lougheed\", who use LinkedIn to exchange information, ideas, and opportunities.","position":1},{"url":"https://www.linkedin.com/in/ann-marie-lougheed-dof-b90875447","name":"Ann Marie Lougheed (DOF)","role":"Administrative Assistant","query":20,"title":"Ann Marie Lougheed (DOF) - Administrative Assistant at ... - LinkedIn","reason":"named_query_names_this_person","outcome":"filed","snippet":"Administrative Assistant at Harvey Mudd College · Experience: Harvey Mudd College · Location: 91711 · 1 connection on LinkedIn. View Ann Marie Lougheed (DOF)'s profile on LinkedIn, a ...","position":2,"subject_mentioned":true},{"url":"https://ca.linkedin.com/in/ann-lougheed-aa269b211","name":"Ann Lougheed","query":20,"title":"Ann Lougheed - -- | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"-- · Education: A · Location: N0H 0A0. View Ann Lougheed's profile on LinkedIn, a professional community of 1 billion members.","position":3,"witnesses":["full_name"]},{"url":"https://ca.linkedin.com/in/anna-lougheed-b23326402","name":"Anna Lougheed","query":20,"title":"Anna Lougheed - Calgary, Alberta, Canada - LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Location: Calgary · 46 connections on LinkedIn. View Anna Lougheed's profile on LinkedIn, a professional community of 1 billion members.","position":4},{"url":"https://in.linkedin.com/in/rejj-ann-614793328","name":"Rejj Ann","query":20,"title":"Rejj Ann - Staff at Hmc | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Staff at Hmc · Experience: Hmc · Location: Delhi. View Rejj Ann's profile on LinkedIn, a professional community of 1 billion members.","position":5},{"url":"https://www.linkedin.com/in/ann-marie-lougheed-1a4a251a5","name":"Ann Marie Lougheed","query":20,"title":"Ann Marie Lougheed - Small Business Owner at Ann Marie Studios - LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Small Business Owner at Ann Marie Studios · Experience: Ann Marie Studios · Location: 91730. View Ann Marie Lougheed's profile on LinkedIn, a professional community of 1 billion members.","position":6},{"url":"https://www.linkedin.com/pub/dir/Anne/Lougheed","query":20,"title":"7 \"Anne Lougheed\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Anne Lougheed\" on LinkedIn. There are 7 professionals named \"Anne Lougheed\", who use LinkedIn to exchange information, ideas, and ...","position":7},{"url":"https://www.linkedin.com/in/ann-lougheed-4aab4bb9","name":"Ann Lougheed","query":20,"title":"Ann Lougheed - President at Brown's OSA Self-storage | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"View Ann Lougheed's profile on LinkedIn, a professional community of 1 billion members.","position":8,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/annielougheed","name":"Annie Lougheed","query":20,"title":"Annie Lougheed - Basis Technologies | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"View Annie Lougheed's profile on LinkedIn, a professional community of 1 billion members.","position":9},{"url":"https://ca.linkedin.com/pub/dir/Lougheed/+","query":20,"title":"20+ \"Lougheed\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Lougheed\" on LinkedIn. There are 20+ professionals named \"Lougheed\", who use LinkedIn to exchange information, ideas, and opportunities.","position":10},{"url":"https://www.linkedin.com/in/annette-ramos-b271a934","name":"Annette Ramos","query":21,"title":"Annette Ramos - Director of Signature Events at Harvey Mudd College ...","reason":"named_query_names_this_person","outcome":"filed","snippet":"Annette Ramos Director of Signature Events at Harvey Mudd College Pasadena, California, United States 161 followers 156 connections See your mutual connections","position":1,"subject_mentioned":true},{"url":"https://www.linkedin.com/pub/dir/annette/ramos","query":21,"title":"100+ \"Annette Ramos\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Annette Ramos\" on LinkedIn. There are 100+ professionals named \"Annette Ramos\", who use LinkedIn to exchange information, ideas, and opportunities.","position":2},{"url":"https://in.linkedin.com/posts/the-admin-awards_a-huge-congratulations-to-annette-ramos-activity-7060068170589470720-NFRD","query":21,"title":"A huge congratulations to Annette Ramos, B.A., M.S., ICPP, this evening ...","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"Annette Ramos is the EA to SVP of Marketing at Link Logistics, and is a 25-year career Administrator. Annette is described by her peers as the \"perfect Administrative Professional,\" as a result of her impact at Link, her high energy and infectious excitement, and the culture of support and teamwork she created since joining Link.","position":3,"profile_lead":"https://www.linkedin.com/in/the-admin-awards"},{"url":"https://www.linkedin.com/in/annette-ramos-019ab0340","name":"Annette Ramos","query":21,"title":"Annette Ramos - -- | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"-- · Experience: Amazon · Location: Cathedral City. View Annette Ramos' profile on LinkedIn, a professional community of 1 billion members.","position":4,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/annette-ramos-7913a7297","name":"Annette Ramos","query":21,"title":"Annette Ramos - -- | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"-- · Location: 91702. View Annette Ramos' profile on LinkedIn, a professional community of 1 billion members.","position":5,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/annette-ramos-a47b88127","name":"Annette Ramos","query":21,"title":"Annette Ramos - Value Stream Manager at Confluent Medical | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Annette Ramos Value Stream Manager at Confluent Medical Lake Elsinore, California, United States 113 followers 111 connections See your mutual connections","position":6,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/annette-ramos-38136077","name":"Annette Ramos","query":21,"title":"Annette Ramos - Surgery Scheduling Coordinator at Mercy ... - LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Surgery Scheduling Coordinator at Mercy Hospital & Medical Center · Experience: Mercy Hospital & Medical Center · Location: Greater Chicago Area · 35 connections on LinkedIn. View Annette Ramos ...","position":7,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/annette-ramos-494772aa","name":"Annette Ramos","query":21,"title":"Annette Ramos - Employee at Southern California Edison | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Employee at Southern California Edison · Interconnections Processes & Controls. Contract administrator for preliminary review of customer interconnection Pre-Application requests. 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View Antonio Valero's profile on LinkedIn, a professional community of 1 billion members.","position":2,"witnesses":["full_name"]},{"url":"https://ve.linkedin.com/in/antonio-valero-336a621a3","name":"Antonio Valero","query":22,"title":"Antonio Valero - -- | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"-- · Experiencia: Bancaribe Capital · Educación: Universidad 'Santa María' · Ubicación: Venezuela · 231 contactos en LinkedIn. Mira el perfil de Antonio Valero en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":3,"witnesses":["full_name"]},{"url":"https://ca.linkedin.com/in/antonio-valeroq/fr","name":"Antonio Valero","query":22,"title":"Antonio Valero - IT Operations Specialist | CompTIA CIOS Certified ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"IT Operations Specialist | CompTIA CIOS Certified | Aspiring Cybersecurity | · ¡Hola! With over a decade of international experience as a professional bartender across three countries and two continents, I've honed skills in customer service, team collaboration, and problem-solving in fast-paced environments. My journey has included roles such as Assistant Manager at a 4-star hotel, where ...","position":4,"witnesses":["full_name"]},{"url":"https://es.linkedin.com/in/antonio-valero-2b8428147","name":"Antonio Valero","query":22,"title":"Antonio Valero - E2E Supply Chain Project Manager | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"E2E Supply Chain Project Manager · I am an active and energetic person who is eager to learn and seeking for new challenges. Great social and communication skills, capable of leading teams, customer oriented and improvement mindset. 4 years of experience in supply chain. Adaptable, flexible and able to relocate. Advanced skills in SAP, Microsoft Excel and Salesforce. · Experiencia: Kenvue ...","position":5,"witnesses":["full_name"]},{"url":"https://mx.linkedin.com/in/antonio-valero-174586343","name":"Antonio Valero","query":22,"title":"Antonio Valero - -- | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"-- · Experiencia: IFA CELTICS · Educación: Instituto Politécnico Nacional · Ubicación: Coyoacán · 1 contacto en LinkedIn. Mira el perfil de Antonio Valero en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":6,"witnesses":["full_name"]},{"url":"https://cl.linkedin.com/in/antonio-valero-703702364","name":"Antonio Valero","query":22,"title":"Antonio Valero - -- | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"-- · Ubicación: Gran Santiago · 1 contacto en LinkedIn. Mira el perfil de Antonio Valero en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":7,"witnesses":["full_name"]},{"url":"https://es.linkedin.com/in/antonio-valero-88101737b","name":"Antonio Valero","query":22,"title":"Antonio Valero - -- | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"-- · Experiencia: Servicio Público de Empleo Estatal SEPE · Ubicación: 28019. Mira el perfil de Antonio Valero en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":8,"witnesses":["full_name"]},{"url":"https://mx.linkedin.com/in/antonio-valero-b00432b5","name":"'Antonio Valero'","query":22,"title":"'Antonio Valero' - América Móvil | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Experiencia: América Móvil · Ubicación: México · 1 contacto en LinkedIn. Ver el perfil de 'Antonio Valero' en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":9,"witnesses":["full_name"]},{"url":"https://lu.linkedin.com/in/antonio-valero-salvador-62aa35115","name":"Antonio Valero Salvador","query":22,"title":"Antonio Valero Salvador - In-house Private Equity Lawyer | Cross-Border ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"In-house Private Equity Lawyer | Cross-Border M&A & Structuring | EU Private Markets · I'm an in-house private equity lawyer with 6+ years of experience in Luxembourg's alternative investment industry, built within leading global platforms including Carlyle and Blackstone (Revantage Europe). I lead the legal structuring and execution of cross-border private equity transactions ...","position":10},{"url":"https://www.linkedin.com/in/arthipadmanabhan","name":"Arthi Padmanabhan","query":23,"title":"Arthi Padmanabhan - Assistant Professor of Computer Science ... - LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Arthi Padmanabhan Assistant Professor of Computer Science at Harvey Mudd College Pasadena, California, United States 427 followers 415 connections See your mutual connections","position":1,"witnesses":["full_name","role_word"],"subject_mentioned":true},{"url":"https://www.linkedin.com/in/aarthi-padmanabhan-phd","name":"Aarthi Padmanabhan","query":23,"title":"Aarthi Padmanabhan, Ph.D - Talkspace | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"View Aarthi Padmanabhan, Ph.D's profile on LinkedIn, a professional community of 1 billion members.","position":2},{"url":"https://in.linkedin.com/in/arthi-padmanabhan-15608013","name":"Arthi padmanabhan","query":23,"title":"Arthi padmanabhan - Customer care at Hot courses | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Customer care at Hot courses · Experience: Hot courses · Location: Chennai · 1 connection on LinkedIn. View Arthi padmanabhan's profile on LinkedIn, a professional community of 1 billion members.","position":3,"witnesses":["full_name"]},{"url":"https://in.linkedin.com/in/arthi-padmanabhan-81704817","name":"Arthi Padmanabhan","query":23,"title":"Arthi Padmanabhan - Senior Process Engineer at MphasiS an HP Company ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Senior Process Engineer at MphasiS an HP Company · Experience: Mphasis · Education: Madurai Kamaraj University · Location: Bengaluru · 132 connections on LinkedIn. View Arthi Padmanabhan's profile on LinkedIn, a professional community of 1 billion members.","position":4,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/pub/dir/arthi/padmanabhan","query":23,"title":"8 \"Arthi Padmanabhan\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Arthi Padmanabhan\" on LinkedIn. There are 8 professionals named \"Arthi Padmanabhan\", who use LinkedIn to exchange information, ideas, and opportunities.","position":5},{"url":"https://www.linkedin.com/in/aarthipadmanabhan29","name":"Aarthi Padmanabhan","query":23,"title":"Aarthi Padmanabhan - Data Scientist | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"View Aarthi Padmanabhan's profile on LinkedIn, a professional community of 1 billion members.","position":6},{"url":"https://www.linkedin.com/pub/dir/Arthi/Padmanabhan/us-0-United-States","query":23,"title":"2 \"Arthi Padmanabhan\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Arthi Padmanabhan\" on LinkedIn. There are 3 professionals named \"Arthi Padmanabhan\", who use LinkedIn to exchange information, ideas ...","position":7},{"url":"https://www.linkedin.com/in/arthi-padmanabhan-233093113","name":"Arthi Padmanabhan","query":23,"title":"Arthi Padmanabhan - Project & Agile Delivery Manager | Scrum Master ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"View Arthi Padmanabhan's profile on LinkedIn, a professional community of 1 billion members.","position":8,"witnesses":["full_name"]},{"url":"https://in.linkedin.com/in/arthi-padmanabhan-344a2b1a","name":"Arthi Padmanabhan","query":23,"title":"Arthi Padmanabhan - Associate Manager Cloud Engineering @ DXC ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Quick learner and passionate to work and learn new technologies. · Experience: DXC Technology · Education: Panimalar Engineering College · Location: Chennai · 124 connections on LinkedIn. View Arthi Padmanabhan's profile on LinkedIn, a professional community of 1 billion members.","position":9,"witnesses":["full_name","role_word"]},{"url":"https://ca.linkedin.com/in/arthi-pathmanathan-93027459","name":"Arthi Pathmanathan","query":23,"title":"Arthi Pathmanathan - Human Resources Manager | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Human Resources Manager · Experience: BBVA en España · Location: Canada · 500+ connections on LinkedIn. View Arthi Pathmanathan's profile on LinkedIn, a professional community of 1 billion members.","position":10},{"url":"https://www.linkedin.com/in/arthur-benjamin-869806125","name":"Arthur Benjamin","role":"Professor of Mathematics","query":24,"title":"Arthur Benjamin - Professor of Mathematics at Harvey Mudd College ...","reason":"named_query_names_this_person","outcome":"filed","snippet":"Professor of Mathematics at Harvey Mudd College · Experience: Harvey Mudd College · Location: Claremont · 4 connections on LinkedIn. View Arthur Benjamin's profile on LinkedIn, a professional ...","position":1,"subject_mentioned":true},{"url":"https://www.linkedin.com/in/arthur-benjamin","name":"Arthur Benjamin","query":24,"title":"Arthur Benjamin, CDE, SPHR - CEO & Chief Equity Officer - LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"View Arthur Benjamin, CDE, SPHR's profile on LinkedIn, a professional community of 1 billion members.","position":2,"witnesses":["full_name"]},{"url":"https://ca.linkedin.com/pub/dir/Arthur/Benjamin","query":24,"title":"100+ \"Arthur Benjamin\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Arthur Benjamin\" on LinkedIn. There are 100+ professionals named \"Arthur Benjamin\", who use LinkedIn to exchange information, ideas, and opportunities.","position":3},{"url":"https://nl.linkedin.com/in/horecavac","name":"Arthur Benjamin","query":24,"title":"Arthur Benjamin - Nederland | Professioneel profiel | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Locatie: Nederland · 500+ connecties op LinkedIn. Bekijk het profiel van Arthur Benjamin op LinkedIn, een professionele community van 1 miljard leden.","position":4,"witnesses":["full_name"]},{"url":"https://ca.linkedin.com/in/arthur-benjamin-2559111b5","name":"Arthur Benjamin","query":24,"title":"Arthur Benjamin - Senior Business Consultant at Mopores ... - LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Manage client portfolios, consulting with clients to identify business needs and provide best practices. · Experience: Mopores · Education: McGill University - Desautels Faculty of Management · Location: Toronto · 113 connections on LinkedIn. View Arthur Benjamin's profile on LinkedIn, a professional community of 1 billion members.","position":5,"witnesses":["full_name"]},{"url":"https://gh.linkedin.com/in/benjamin-arthur-144a4126a","name":"Benjamin Arthur","query":24,"title":"Benjamin Arthur - -- | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"-- · Research Assistant in Parliament House of Ghana.PA to Hon Member Of Parliament.CEO of The arthurs group of companies.Former GoldenStr CIL Operations.Former NIB Bank Card Issuing Officer .Former Goldfields CIL operator.Former Adams Resources Project Time And Records Keeper. A Multi Skilled personality with strategic Managerial Skills Tactful.Result Oriented person .Always Ready to serve ...","position":6},{"url":"https://in.linkedin.com/in/arthur-benjamin-mba-cams-637000114","name":"Arthur Benjamin","query":24,"title":"Arthur Benjamin, MBA, CAMS - Senior Consultant at Deloitte | Ex-EY | Ex ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Senior Consultant at Deloitte | Ex-EY | Ex-Northern Trust | MBA Finance | ACAMS · ACAMS-certified compliance professional with proven expertise in leading Enhanced Due Diligence (EDD) teams within high-risk, regulated environments. Skilled in managing complex investigations, high-risk customer reviews, and regulatory reporting across multiple jurisdictions. Demonstrated ability to lead and ...","position":7,"witnesses":["full_name"]},{"url":"https://uk.linkedin.com/pub/dir/Benjamin/Arthur/gb-0-United-Kingdom","query":24,"title":"40+ \"Benjamin Arthur\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Benjamin Arthur\" on LinkedIn. There are 40+ professionals named \"Benjamin Arthur\", who use LinkedIn to exchange information, ideas, and opportunities.","position":8},{"url":"https://uk.linkedin.com/in/arthurbenjamins","name":"Arthur Benjamins","query":24,"title":"Arthur Benjamins - \"Big Ben Custom\" design (Proprietor) | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"\"Big Ben Custom\" design (Proprietor) · • Chief designer and R&D engineer, qualified by 20 year of experience in the security industry, designing security seals and equipment, tubular and wood furniture. • Proficient in designing metal/plastic insert/outsert components, handling systems and intricate mechanisms, etc. large and small metal structures. • Designed and ...","position":9},{"url":"https://ws.linkedin.com/posts/arthur-benjamin_mitigatingbiasintheworkplace-workplacebias-activity-7033626622264033280-bsnu","query":24,"title":"BIAS IN THE WORKPLACE (Culture Work) | Arthur Benjamin, CDE, SPHR","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"BIAS IN THE WORKPLACE (Culture Work) What is unconscious bias? Unconscious bias, also referred to as implicit bias, is a set of underlying beliefs or attitudes about other individuals or groups of people. This typically includes stereotypes, and can dramatically alter the way an individual interacts or views others around them. 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View Ashrit V.'s profile on LinkedIn, a professional community of 1 billion members.","position":8},{"url":"https://in.linkedin.com/in/ashrit-machha","name":"Ashrit Machha","query":25,"title":"Ashrit Machha - CA Semi Qualified | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"CA Semi Qualified · Experience: NBS and Co · Education: Institute of Chartered Accountants of India · Location: 421308 · 500+ connections on LinkedIn. View Ashrit Machha's profile on LinkedIn, a professional community of 1 billion members.","position":9},{"url":"https://ca.linkedin.com/in/pandurang-ashrit-8070611a","name":"pandurang ashrit","query":25,"title":"pandurang ashrit - Director, thin Films & Photonics Research ... - LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Director, thin Films & Photonics Research Group chez Université de Moncton · Experience: Université de Moncton · Location: Moncton · 2 connections on LinkedIn. 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View Ayah Hamdan's profile on ...","position":2},{"url":"https://qa.linkedin.com/in/ayah-ziyada-85127361","name":"Ayah Ziyada","query":26,"title":"‏Ayah Ziyada‏ - ‏Simply Human‏ | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"‏Simply Human‏ · ‏A precision medicine expert and advocate. A pharmacist by training and HRP compliance professional, with more than 15 years experience in secondary and tertiary hospital settings. A mature data orinted person with knowledge and experience in precision medicine, research management and implementation, machine learning, pharmacogenomics, epidemiology, quality improvement ...","position":3},{"url":"https://ca.linkedin.com/in/hamdallah-m-alausa","name":"Hamdallah M. Alausa","query":26,"title":"Hamdallah M. 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View Ayah Hallak's profile on LinkedIn, a professional community of 1 billion members.","position":5},{"url":"https://qa.linkedin.com/in/ayah-suliman","name":"Ayah Suliman","query":26,"title":"‏Ayah Suliman‏ - ‏Intern Doctor at HMC | MBBS, University of Khartoum ...","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Intern Doctor at HMC | MBBS, University of Khartoum‏ · ‏Recently graduated as a medical doctor from the University of Khartoum in December 2025. Interested in pediatrics and child health as well as global health, research and health policy.","position":6},{"url":"https://ng.linkedin.com/in/hamdallahajose","name":"Hamdallah A.","query":26,"title":"Hamdallah A. - Accounting | Tax | Finance | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Accounting | Tax | Finance · Experience: Proline prolift resources limited · Education: University of Lagos · Location: Lagos State · 500+ connections on LinkedIn. View Hamdallah A.'s profile on LinkedIn, a professional community of 1 billion members.","position":7,"witnesses":["only_profile_of_the_name"]},{"url":"https://lv.linkedin.com/school/harvey-mudd-college/","query":26,"title":"Harvey Mudd College Employees, Location, Alumni | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"Harvey Mudd College is a private, liberal arts college of engineering, science and mathematics, located in Claremont, California. 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I firmly believe that data analysis plays a fundamental role in understanding trends and making intelligent decisions. 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There are 100+ professionals named \"Becky Flanagan\", who use LinkedIn to exchange information, ideas, and opportunities.","position":9},{"url":"https://www.linkedin.com/in/becky-flanagan-aba582a","name":"Becky Flanagan","query":28,"title":"Becky Flanagan - independent contractor at Carolinas Medical Center ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"independent contractor at Carolinas Medical Center · Experience: Carolinas Medical Center · Location: Wake Forest · 1 connection on LinkedIn. 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There are 600+ professionals named \"Wiedermann\", who use LinkedIn to exchange information, ideas, and opportunities.","position":3},{"url":"https://www.linkedin.com/pub/dir/Benjamin+/Wieder","query":29,"title":"10+ \"Benjamin Wieder\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"Ben Wiedermann Professor Of Computer Science, Harvey Mudd College Claremont, CA Harvey Mudd College, +1 more The University of Texas at Austin, +1 more","position":4,"subject_mentioned":true},{"url":"https://www.linkedin.com/pub/dir/ben/wieder","query":29,"title":"10+ \"Ben Wieder\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"Ben Wiedermann Professor Of Computer Science, Harvey Mudd College Claremont, CA Harvey Mudd College, +1 more The University of Texas at Austin, +1 more","position":5,"subject_mentioned":true},{"url":"https://www.linkedin.com/pub/dir/Benjamin/Wieder/us-0-United-States","query":29,"title":"6 \"Benjamin Wieder\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"Ben Wiedermann Professor Of Computer Science, Harvey Mudd College Claremont, CA Harvey Mudd College, +1 more The University of Texas at Austin, +1 more","position":6,"subject_mentioned":true},{"url":"https://www.linkedin.com/pub/dir/+/Wiedermann/us-0-United-States","query":29,"title":"60+ \"Wiedermann\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"Ben Wiedermann Professor Of Computer Science, Harvey Mudd College Claremont, CA Harvey Mudd College, +1 more The University of Texas at Austin, +1 more","position":7,"subject_mentioned":true},{"url":"https://www.linkedin.com/pub/dir/Ben/Weiderman","query":29,"title":"2 \"Ben Weiderman\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Ben Weiderman\" on LinkedIn. 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There are 2 professionals named \"Benjamin Wiedeman\", who use LinkedIn to exchange information, ideas ...","position":7},{"url":"https://de.linkedin.com/in/benjamin-wiedemann-5a24782ab","name":"Benjamin Wiedemann","query":30,"title":"Benjamin Wiedemann - Geschäftsführer bei KFP Plan GmbH | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Geschäftsführer bei KFP Plan GmbH · Berufserfahrung: KFP Plan GmbH · Ausbildung: Technische Universität Dortmund · Standort: Essen · 500+ Kontakte auf LinkedIn. 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Each member, within the realm of his/her area of expertise, works ...","position":3},{"url":"https://uk.linkedin.com/in/beth-siddons-4a947074","name":"Beth Siddons","query":31,"title":"Beth Siddons - Head of Ocean Finance at HMC | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Head of Ocean Finance at HMC · An expert in ocean policy at local, national, and inter-governmental levels, with extensive experience finding solutions to the challenges and barriers arising from complex policy and governance relating to the delivery of ocean sustainability, climate action and sustainable ocean finance. · Experience: Howell Marine Consulting · Education: University of ...","position":4},{"url":"https://ca.linkedin.com/company/hmc-farms","query":31,"title":"HMC Farms - LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"HMC Farms | 1,640 followers on LinkedIn. 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There are 20+ professionals named \"Robert Bacher\", who use LinkedIn to exchange information, ideas, and opportunities.","position":2},{"url":"https://ca.linkedin.com/in/bobbaker85","name":"Bob Baker","query":32,"title":"Bob Baker MBA - Community Leader | Third Sector Senior Advisor ...","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Community Leader | Third Sector Senior Advisor · My career spans four decades in the broader public sector, with expertise encompassing leadership, organizational improvement, change management, and team building. I am an experienced CEO and senior executive, having worked at national charities as well as in healthcare and in higher education. 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There are 10+ professionals named \"Robert Bacher\", who use LinkedIn to exchange information, ideas, and opportunities.","position":8},{"url":"https://www.linkedin.com/in/bob-bacher-59872389","name":"Bob Bacher","query":32,"title":"Bob Bacher - Retail Professional | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Retail Professional · Experience: Robert Bacher Sales · Location: Lakewood · 1 connection on LinkedIn. View Bob Bacher's profile on LinkedIn, a professional community of 1 billion members.","position":9,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/bobbaker714","name":"Bob Baker","query":32,"title":"Bob Baker - Connecting People with Purpose | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Connecting People with Purpose · Experienced Organization Development and Executive Search Consultant with a demonstrated history of working across multiple industries. 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View Christopher Lee's profile on LinkedIn, a professional community of 1 billion members.","position":3,"witnesses":["full_name"]},{"url":"https://ca.linkedin.com/pub/dir/Christopher/Lee/ca-0-Canada","query":46,"title":"500+ \"Christopher Lee\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Christopher Lee\" on LinkedIn. There are 500+ professionals named \"Christopher Lee\", who use LinkedIn to exchange information, ideas, and opportunities.","position":4},{"url":"https://hk.linkedin.com/in/christopherlee100","name":"Christopher Lee","query":46,"title":"Christopher Lee - Investor, Coach & Corporate Board Director | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Investor, Coach & Corporate Board Director · Mr. Chris Lee is a senior partner at FAA Investments, a private investment group focusing on real estate, early stage/small cap companies and in-depth research on hedge funds and private equity managers. With home bases in Silicon Valley, CA and Hong Kong, Chris and his partners allocate capital globally. 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View Cindy Martinez's profile on LinkedIn, a ...","position":10,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/colleencoxe","name":"Colleen Coxe","query":48,"title":"Colleen Coxe - Asst. VP for Sponsored Research and Projects | LinkedIn","reason":"named_query_names_this_person","outcome":"filed","snippet":"Colleen Coxe Asst. VP for Sponsored Research and Projects Claremont, California, United States 3K followers 500+ connections See your mutual connections Harvey Mudd College","position":1,"subject_mentioned":true},{"url":"https://www.linkedin.com/pub/dir/colleen/coxe","query":48,"title":"2 \"Colleen Coxe\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Colleen Coxe\" on LinkedIn. 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I am happy to talk with anyone that has any questions! https://lnkd.in/giyDSrai Director of Career Services ...","position":8,"profile_lead":"https://www.linkedin.com/in/colleencoxe","subject_mentioned":true},{"url":"https://www.linkedin.com/posts/colleencoxe_americas-best-colleges-of-2027-activity-7499463605998743552-_A0b","query":48,"title":"America's Best Colleges of 2027 | Colleen Coxe - LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"Proud to see a shout-out to Harvey Mudd College Clinic Program in this article, which ranks HMC #3 in the country. 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View Colm Healy's profile on LinkedIn, a professional community of 1 billion members.","position":6,"witnesses":["full_name"]},{"url":"https://ke.linkedin.com/in/colm-healy-19485a15","name":"Colm Healy","query":49,"title":"Colm Healy - Capwell Industries Ltd | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Experienced Managing Director with 25+ years of leadership experience 20+ years IVD… · Experience: Capwell Industries Ltd · Education: University of Limerick · Location: Nairobi County · 500+ connections on LinkedIn. 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View colm healy's profile on LinkedIn, a professional community of 1 billion members.","position":9,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/colm-healy-a86809a","name":"Colm Healy","query":49,"title":"Colm Healy - Assistant Controller at USI Insurance Services | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Assistant Controller at USI Insurance Services · Experience: USi · Location: Virginia Beach · 333 connections on LinkedIn. View Colm Healy's profile on LinkedIn, a professional community of 1 ...","position":10,"witnesses":["full_name","role_word"]},{"url":"https://www.linkedin.com/in/cori-flores-6096611a6","name":"Cori Flores","query":50,"title":"Cori Flores - Administrative Professional with 9+ years of experience ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Cori Flores Administrative Professional with 9+ years of experience in meaningful, fast paced roles. 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There are 20+ professionals named \"Cori Flores\", who use LinkedIn to exchange information, ideas, and opportunities.","position":5},{"url":"https://www.linkedin.com/in/cori-flores-9a6a71350","name":"Cori Flores","query":50,"title":"Cori Flores - -- | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"-- · Experience: Allied Universal · Location: 92203. View Cori Flores' profile on LinkedIn, a professional community of 1 billion members.","position":6,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/pub/dir/Cori%20/Flores","query":50,"title":"10+ \"Cori Flores\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"Cori Flores Senior Secretary II at Special Services Fontana, CA Fontana Unified School District, +3 more","position":7},{"url":"https://www.linkedin.com/in/cori-flores-43633b33a","name":"Cori Flores","query":50,"title":"Cori Flores - -- | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"-- · Experience: UMC Health System · Location: 79364. 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View Cori Flores' profile on LinkedIn, a professional community of 1 billion members.","position":10,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/cynthia-perez-7726921a0","name":"Cynthia Perez","role":"Operations Assistant","query":51,"title":"Cynthia Perez - Operations Assistant at Harvey Mudd College ... - LinkedIn","reason":"named_query_names_this_person","outcome":"filed","snippet":"Operations Assistant at Harvey Mudd College Office of Admissions · Experience: Harvey Mudd College · Education: University of California, Los Angeles · Location: Pinon Hills · 500+ connections ...","position":1,"subject_mentioned":true},{"url":"https://www.linkedin.com/in/cynthia-perez-74b2a3133","name":"cynthia perez","query":51,"title":"cynthia perez - Regional medical center | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Regional medical center · Experience: ARMC · Location: Riverside · 1 connection on LinkedIn. View cynthia perez's profile on LinkedIn, a professional community of 1 billion members.","position":2,"witnesses":["full_name"]},{"url":"https://ca.linkedin.com/pub/dir/Cynthia/Perez/ca-0-Canada","query":51,"title":"20+ \"Cynthia Perez\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Cynthia Perez\" on LinkedIn. There are 20+ professionals named \"Cynthia Perez\", who use LinkedIn to exchange information, ideas, and opportunities.","position":3},{"url":"https://ca.linkedin.com/pub/dir/Cindy/Perez/ca-0-Canada","query":51,"title":"20+ \"Cindy Perez\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Cindy Perez\" on LinkedIn. 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To do this, I leverage my extensive expertise ...","position":5,"witnesses":["full_name"]},{"url":"https://mx.linkedin.com/in/cynthia-perez-71a1b011b","name":"Cynthia Perez","query":51,"title":"Cynthia Perez - Office Manager at Hitachi Sistema de Transporte Mexico ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Office Manager at Hitachi Sistema de Transporte Mexico, SA de CV · Experiencia: Hitachi Sistema de Transporte Mexico, SA de CV · Educación: INPADE UNIVERSITY · Ubicación: Baja California · 24 contactos en LinkedIn. 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There are 300+ professionals named \"Danette\", who use LinkedIn to exchange information, ideas, and opportunities.","position":3},{"url":"https://www.linkedin.com/pub/dir/Danette/Sanchez/us-0-United-States","query":53,"title":"7 \"Danette Sanchez\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Danette Sanchez\" on LinkedIn. There are 7 professionals named \"Danette Sanchez\", who use LinkedIn to exchange information, ideas, and ...","position":4},{"url":"https://www.linkedin.com/in/dannette-sanchez-26ab3b66","name":"Dannette Sanchez","query":53,"title":"Dannette Sanchez - Site Supervisor Security at Securitas | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Site Supervisor Security at Securitas · Experience: Securitas · Education: University of Phoenix · Location: Cedar Hill · 16 connections on LinkedIn. 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Smith's profile on LinkedIn, a professional community of 1 billion members.","position":9},{"url":"https://www.linkedin.com/pub/dir/Danette/+/us-84-San-Francisco-Bay-Area","query":53,"title":"100+ \"Danette\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"Danette Lawrence I create charismatic and inspiring spaces that work and play well together using interior design principles, the art of placement and the structure's personality. Santa Cruz, CA","position":10},{"url":"https://www.linkedin.com/in/daniel-petersen-94b90659","name":"Daniel Petersen","role":"Professor of Physics Emeritus","query":54,"title":"Daniel Petersen - Professor of Physics Emeritus at Harvey Mudd College ...","reason":"named_query_names_this_person","outcome":"filed","snippet":"Professor of Physics Emeritus at Harvey Mudd College · Experience: Harvey Mudd College · Location: Claremont · 14 connections on LinkedIn. 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There are 20+ professionals named \"Daniel Petersen\", who use LinkedIn to exchange information, ideas, and opportunities.","position":3},{"url":"https://ca.linkedin.com/in/daniel-petersen-0562a9114","name":"Daniel Petersen","query":54,"title":"Daniel Petersen - Full Stack Developer | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"I enjoy building user friendly web apps that allow users to navigate complex data. I have worked as a full time employee and as a freelancer giving me a wide range of experience. · Experience: Blockstream · Location: Victoria · 31 connections on LinkedIn. View Daniel Petersen's profile on LinkedIn, a professional community of 1 billion ...","position":4,"witnesses":["full_name"]},{"url":"https://dk.linkedin.com/in/daniel-pedersen-0875199b","name":"Daniel Pedersen","query":54,"title":"Daniel Pedersen - HMC Byg og Anlæg A/S | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Afdelingsleder med ansvar for drift, organisation og produktion. Jeg arbejder med… · Erfaring: HMC Byg og Anlæg A/S · Uddannelse: Erhvervsakademi Sjælland · Beliggenhed: Regstrup · 500+ forbindelser på LinkedIn. 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Doing what tastes right.® | HMC Farms is a leading grower, packer, shipper and marketer of stone fruit and table grapes in the San Joaquin Valley, CA, with offices in Santiago Chile and growers in Peru and Mexico.","position":9},{"url":"https://ca.linkedin.com/company/halton-multicultural-council-inc","query":65,"title":"Halton Multicultural Council Inc - LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"Halton Multicultural Council Inc | 1,498 followers on LinkedIn. One Community for All | HMC Connections (Halton Multicultural Council) is an agency the assists immigrants, refugees and newcomer to settle in Halton. 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View Drew Price's profile on LinkedIn, a professional community of 1 billion members.","position":5,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/drew-price-5721b95a","name":"Drew Price","query":66,"title":"Drew Price - Program Financial Manager at Hamilton Sundstrand | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Drew Price Program Financial Manager at Hamilton Sundstrand Rancho Cucamonga, California, United States 38 followers 38 connections See your mutual connections","position":6,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/posts/drewprice_department-profiles-activity-6640716863405981697-pI14","query":66,"title":"Drew Price on LinkedIn: I'm so honored to be part of the amazing group ...","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"I'm so honored to be part of the amazing group of people that make up Harvey Mudd College! 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View Drew Price's profile on LinkedIn, a professional community of 1 billion members.","position":8,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/drew-price-a6797113","name":"Drew Price","query":66,"title":"Drew Price - Product Designer | Growth, platforms & complex systems ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Product Designer | Growth, platforms & complex systems | Prototyping, experimentation, and measurable business impact · I'm a staff product designer with over 10 years of experience turning ...","position":9,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/drew-price-10294ba3","name":"Drew Price","query":66,"title":"Drew Price - Automotive Professional | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Automotive Professional · Experience: Stewart Chevrolet and Cadillac · Location: Daly City · 12 connections on LinkedIn. 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View Eduardo Padilla's profile on LinkedIn, a professional community of 1 billion members.","position":2,"witnesses":["full_name"]},{"url":"https://ca.linkedin.com/in/eduardo-padilla-775478318","name":"Eduardo Padilla","query":68,"title":"Eduardo Padilla - -- | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"-- · Education: Ciencias Informáticas Profesionales de la SFU · Location: V3N 0A1. View Eduardo Padilla's profile on LinkedIn, a professional community of 1 billion members.","position":3,"witnesses":["full_name"]},{"url":"https://ca.linkedin.com/pub/dir/Eduardo/Padilla/ca-0-Canada","query":68,"title":"10+ \"Eduardo Padilla\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Eduardo Padilla\" on LinkedIn. 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View Eduardo Padilla's profile on LinkedIn, a professional community of 1 billion members.","position":10,"witnesses":["full_name"]},{"url":"https://www.linkedin.com/in/elissa-avelar05","name":"Elissa Avelar","role":"Makerspace Manager","query":69,"title":"Elissa Avelar - Makerspace Manager at Harvey Mudd College | LinkedIn","reason":"named_query_names_this_person","outcome":"filed","snippet":"Makerspace Manager at Harvey Mudd College · Experience: Harvey Mudd College · Education: University of California, Merced · Location: Los Angeles Metropolitan Area · 500+ connections on ...","position":1,"subject_mentioned":true},{"url":"https://www.linkedin.com/pub/dir/Elissa/Avelar","query":69,"title":"2 \"Elissa Avelar\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Elissa Avelar\" on LinkedIn. There are 2 professionals named \"Elissa Avelar\", who use LinkedIn to exchange information, ideas, and opportunities.","position":2},{"url":"https://www.linkedin.com/in/elizabeth-avelar-6b320319","name":"Elizabeth Avelar","query":69,"title":"Elizabeth Avelar - Professional Human Resources Generalist | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Professional Human Resources Generalist · Human Resources Manager with 12 years of experience delivering HR solutions with an enthusiastic and positive work style. Demonstrated expertise in the ...","position":3},{"url":"https://www.linkedin.com/in/elisa-avelar-muana-a1ba3497","name":"Elisa Avelar-Muana","query":69,"title":"Elisa Avelar-Muana - -- | LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"-- · Experience: Adobe Home Health Inc. · Location: Salinas · 14 connections on LinkedIn. View Elisa Avelar-Muana's profile on LinkedIn, a professional community of 1 billion members.","position":4},{"url":"https://www.linkedin.com/posts/harvey-mudd-college_risograph-makerspace-activity-7519184294834024448-uzg9","query":69,"title":"#risograph #makerspace | Harvey Mudd College - LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"HMC Makerspace Manager Elissa Avelar and Head Stewards Rai Wandeler '28 and Samara Baidwan '28 visited local printmaking studio Bluebasket Press to learn all things #risograph printing ...","position":5,"profile_lead":"https://www.linkedin.com/in/harvey-mudd-college","subject_mentioned":true},{"url":"https://www.linkedin.com/pub/dir/Elisa/Avelar","query":69,"title":"10+ \"Elisa Avelar\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Elisa Avelar\" on LinkedIn. There are 10+ professionals named \"Elisa Avelar\", who use LinkedIn to exchange information, ideas, and opportunities.","position":6},{"url":"https://www.linkedin.com/in/amavelar","name":"Alyssa Avelar","query":69,"title":"Alyssa Avelar - Empath looking to build a positive, safe ... - LinkedIn","reason":"not_the_person_the_query_named","outcome":"evidence_only","snippet":"Alyssa Avelar Empath looking to build a positive, safe, and more inclusive workplace. San Diego, California, United States 68 followers 63 connections See your mutual connections","position":7},{"url":"https://www.linkedin.com/pub/dir/Melissa/Avelar+","query":69,"title":"30+ \"Melissa Avelar\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Melissa Avelar\" on LinkedIn. There are 30+ professionals named \"Melissa Avelar\", who use LinkedIn to exchange information, ideas, and ...","position":8},{"url":"https://jm.linkedin.com/school/harvey-mudd-college/","query":69,"title":"Harvey Mudd College Employees, Location, Alumni | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"Harvey Mudd College is a private, liberal arts college of engineering, science and mathematics, located in Claremont, California. HMC educates engineers, scientists and mathematicians who become leaders in their fields and have a clear understanding of their work's impact on society.","position":9,"subject_mentioned":true},{"url":"https://ca.linkedin.com/company/hmc-farms","query":69,"title":"HMC Farms - LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"HMC Farms | 1,640 followers on LinkedIn. Doing what tastes right.® | HMC Farms is a leading grower, packer, shipper and marketer of stone fruit and table grapes in the San Joaquin Valley, CA, with offices in Santiago Chile and growers in Peru and Mexico.","position":10},{"url":"https://www.linkedin.com/in/elizabeth-connolly-b5525691","name":"Elizabeth Connolly","query":70,"title":"Elizabeth Connolly - -- | LinkedIn","reason":"named_query_names_this_person","outcome":"filed","snippet":"-- · Experience: Harvey Mudd College · Education: Caltech · Location: United States · 33 connections on LinkedIn. View Elizabeth Connolly's profile on LinkedIn, a professional community of 1 ...","position":1,"subject_mentioned":true},{"url":"https://www.linkedin.com/in/elizabeth-connolly-7781a622","name":"Elizabeth Connolly","query":70,"title":"Elizabeth Connolly - Adjunct Assistant Professor at Harvey ... - LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Elizabeth Connolly Adjunct Assistant Professor at Harvey Mudd College Beverly Hills, California, United States 3 followers 3 connections See your mutual connections","position":2,"witnesses":["full_name","role_word"],"subject_mentioned":true},{"url":"https://uk.linkedin.com/in/elizabeth-connolly-459675279","name":"Elizabeth Connolly","query":70,"title":"Elizabeth Connolly - -- | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"-- · Experience: Great Ormond Street Hospital for Children NHS Foundation Trust · Location: G82 1AB. View Elizabeth Connolly's profile on LinkedIn, a professional community of 1 billion members.","position":3,"witnesses":["full_name"]},{"url":"https://ca.linkedin.com/in/elizabeth-connolly-834403129","name":"Elizabeth Connolly","query":70,"title":"Elizabeth Connolly - Baker at Self employed | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Baker at Self employed · Experience: Self employed · Location: Richmond Hill. View Elizabeth Connolly's profile on LinkedIn, a professional community of 1 billion members.","position":4,"witnesses":["full_name"]},{"url":"https://uk.linkedin.com/in/elizabeth-connolly-5302aba7","name":"Elizabeth Connolly","query":70,"title":"Elizabeth Connolly - Experienced Tax Advisor | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"23 Jul 2025Experienced Tax Advisor · Location: Greater Oxford Area · 428 connections on LinkedIn. View Elizabeth Connolly's profile on LinkedIn, a professional community of 1 billion members.","position":5,"witnesses":["full_name"]},{"url":"https://ca.linkedin.com/pub/dir/Liz/Connolly","query":70,"title":"200+ \"Liz Connolly\" profiles | LinkedIn","reason":"not_a_profile_url","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Liz Connolly\" on LinkedIn. There are 200+ professionals named \"Liz Connolly\", who use LinkedIn to exchange information, ideas, and opportunities.","position":6},{"url":"https://au.linkedin.com/in/elizabeth-connolly-9238582b","name":"Elizabeth Connolly","query":70,"title":"Elizabeth Connolly - Owner, Connolly & Co | LinkedIn","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"Owner, Connolly & Co · Experience: Connolly & Co · Location: Greater Adelaide Area. View Elizabeth Connolly's profile on LinkedIn, a professional community of 1 billion members.","position":7,"witnesses":["full_name"]},{"url":"https://au.linkedin.com/in/lizconnolly1","name":"Elizabeth Connolly","query":70,"title":"Elizabeth Connolly - | Executive Leader | Strategic Transformation ...","reason":"named_but_uncorroborated","outcome":"evidence_only","snippet":"| Executive Leader | Strategic Transformation | Mentor & Coach| · With over 25 years of experience in strategy and change delivery, I am Director of Corporate Services at City of Subiaco, where I lead and manage the delivery of governance, finance, human resources and commercial services and property. I am passionate about helping people and organisations transform through innovation and ...","position":8,"witnesses":["full_name"]},{"url":"https://ie.linkedin.com/in/liz-connolly-7103b034","query":70,"title":"Liz Connolly - St. James's Hospital | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Experience: St. James's Hospital · Location: Ireland · 8 connections on LinkedIn. View Liz Connolly's profile on LinkedIn, a professional community of 1 billion members.","position":9},{"url":"https://www.linkedin.com/in/elizabeth-connolly-327683350","query":70,"title":"Elizabeth Connolly - -- | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"-- · Location: Carlsbad. View Elizabeth Connolly's profile on LinkedIn, a professional community of 1 billion members.","position":10},{"url":"https://www.linkedin.com/in/elizabeth-saelzler-aaa7a4286","query":71,"title":"Elizabeth Saelzler - Associate Director of Annual Giving at ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Elizabeth Saelzler Associate Director of Annual Giving at Harvey Mudd College Claremont, California, United States 102 followers 102 connections See your mutual connections","position":1},{"url":"https://www.linkedin.com/in/elizabeth-saelzler-89828031b","query":71,"title":"Elizabeth Saelzler - Associate Director of Annual Giving at ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Elizabeth Saelzler Associate Director of Annual Giving at Harvey Mudd College Claremont, California, United States 125 followers 125 connections See your mutual connections","position":2},{"url":"https://www.linkedin.com/pub/dir/Elizabeth/Saelzler","query":71,"title":"3 \"Elizabeth Saelzler\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Elizabeth Saelzler Assistant Director of Annual Giving at Harvey Mudd College Claremont, CA Harvey Mudd College California State Polytechnic University-Pomona","position":3},{"url":"https://www.linkedin.com/pub/dir/liz/saelzler","query":71,"title":"3 \"Liz Saelzler\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Elizabeth Saelzler Associate Director of Annual Giving at Harvey Mudd College Claremont, CA Harvey Mudd College California State Polytechnic University-Pomona","position":4},{"url":"https://www.linkedin.com/pub/dir/+/Saelzler","query":71,"title":"50+ \"Saelzler\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Saelzler\" on LinkedIn. There are 50+ professionals named \"Saelzler\", who use LinkedIn to exchange information, ideas, and opportunities.","position":5},{"url":"https://www.linkedin.com/in/eluzi","query":71,"title":"Elizabeth Luzi - Job Captain at HMC Architects | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Job Captain at HMC Architects · Job Captain at HMC Architects · Experience: HMC Architects · Education: California Polytechnic State University-San Luis Obispo · Location: Sacramento · 101 ...","position":6},{"url":"https://www.linkedin.com/pub/dir/%20/Saelzler/us-0-United-States","query":71,"title":"40+ \"Saelzler\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Elizabeth Saelzler Associate Director of Annual Giving at Harvey Mudd College Claremont, CA Harvey Mudd College California State Polytechnic University-Pomona","position":7},{"url":"https://www.linkedin.com/pub/dir/+/Saelzler/us-840-Toledo%2C-Ohio-Metropolitan-Area","query":71,"title":"4 \"Saelzler\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Saelzler\" on LinkedIn. There are 4 professionals named \"Saelzler\", who use LinkedIn to exchange information, ideas, and opportunities.","position":8},{"url":"https://ca.linkedin.com/company/hmc-associates","query":71,"title":"HMC Associates - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"HMC specializes in human resources, strategic planning, and administrative consulting services. Client industries include health and human services, non-profits, contracting, property development, affordable housing, and local government.","position":9},{"url":"https://ca.linkedin.com/company/hmc-farms","query":71,"title":"HMC Farms - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"HMC Farms | 1,640 followers on LinkedIn. Doing what tastes right.® | HMC Farms is a leading grower, packer, shipper and marketer of stone fruit and table grapes in the San Joaquin Valley, CA, with offices in Santiago Chile and growers in Peru and Mexico.","position":10},{"url":"https://www.linkedin.com/in/elsa-barboza-3bb8a4380","query":72,"title":"Elsa Barboza - Passionate community organizer with decades of ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"Elsa Barboza Passionate community organizer with decades of experience understanding and harnessing the wisdom of low-income, working class communities of color to envision and build thriving ...","position":1},{"url":"https://www.linkedin.com/pub/dir/elsa/barboza","query":72,"title":"10+ \"Elsa Barboza\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Elsa Barboza\" on LinkedIn. There are 10+ professionals named \"Elsa Barboza\", who use LinkedIn to exchange information, ideas, and opportunities.","position":2},{"url":"https://fr.linkedin.com/in/elsa-barbosa-731581b0","query":72,"title":"Elsa Barbosa - -- | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"-- · Expérience : UFR de Chimie Université Clermont Auvergne · Formation : IUP management clermont-ferrand · Lieu : France · 42 relations sur LinkedIn. Consultez le profil de Elsa Barbosa sur LinkedIn, une communauté professionnelle d'un milliard de membres.","position":3},{"url":"https://fr.linkedin.com/in/elsa-barbosa-39823a44","query":72,"title":"Elsa Barbosa - Office manager / Assistante de direction | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Office manager / Assistante de direction · Expérience : Elida Beauty · Formation : Université Paris - Val-de-Marne (Paris XII) · Lieu : Bagneux · 500 relations ou plus sur LinkedIn. Consultez le profil de Elsa Barbosa sur LinkedIn, une communauté professionnelle d'un milliard de membres.","position":4},{"url":"https://pt.linkedin.com/in/elsa-barbosa","query":72,"title":"Elsa Barbosa - Porto e Região | Perfil profissional | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Localidade: Porto e Região · 303 conexões no LinkedIn. Veja o perfil de Elsa Barbosa no LinkedIn, uma comunidade profissional de 1 bilhão de usuários.","position":5},{"url":"https://pt.linkedin.com/in/elsa-barbosa-b42aa254","query":72,"title":"Elsa Barbosa - -- | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"-- · Experiência: WE SUM PROPERTIES & FINANCE MANAGEMENT · Formação acadêmica: ISAG - European Business School · Localidade: Vila Nova de Gaia · 85 conexões no LinkedIn. Veja o perfil de Elsa Barbosa no LinkedIn, uma comunidade profissional de 1 bilhão de usuários.","position":6},{"url":"https://au.linkedin.com/in/elsa-barbosa-0766854b","query":72,"title":"Elsa Barbosa - manager at tba | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"manager at tba · Experience: tba · Location: Port Macquarie. View Elsa Barbosa's profile on LinkedIn, a professional community of 1 billion members.","position":7},{"url":"https://mx.linkedin.com/in/elsa-barbosa-283724278","query":72,"title":"Elsa Barbosa - Ejecutivo de cobros en ZENDERE | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Ejecutivo de cobros en ZENDERE · Experiencia: ZENDERE · Ubicación: 13420. Mira el perfil de Elsa Barbosa en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":8},{"url":"https://za.linkedin.com/in/elsa-barbosa-26a52927","query":72,"title":"Elsa Barbosa - HR Manager at Remade Holdings | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"HR Manager at Remade Holdings · Experience: Remade Holdings · Location: City of Johannesburg · 2 connections on LinkedIn. View Elsa Barbosa's profile on LinkedIn, a professional community of 1 billion members.","position":9},{"url":"https://ca.linkedin.com/company/hmc-farms","query":72,"title":"HMC Farms - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"HMC Farms | 1,640 followers on LinkedIn. Doing what tastes right.® | HMC Farms is a leading grower, packer, shipper and marketer of stone fruit and table grapes in the San Joaquin Valley, CA, with offices in Santiago Chile and growers in Peru and Mexico.","position":10},{"url":"https://www.linkedin.com/pub/dir/emily/sheldon","query":73,"title":"50+ \"Emily Sheldon\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Emily Sheldon\" on LinkedIn. There are 50+ professionals named \"Emily Sheldon\", who use LinkedIn to exchange information, ideas, and opportunities.","position":1},{"url":"https://www.linkedin.com/in/emily-sheldon-836079279","query":73,"title":"Emily Sheldon - -- | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"-- · Experience: Lodi Unified School District · Location: 92646 · 1 connection on LinkedIn. View Emily Sheldon's profile on LinkedIn, a professional community of 1 billion members.","position":2},{"url":"https://uk.linkedin.com/in/emily-sheldon-842a988b","query":73,"title":"Emily Sheldon - -- | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"-- · Experience: ATTIRE EMEA · Location: Birmingham · 17 connections on LinkedIn. View Emily Sheldon's profile on LinkedIn, a professional community of 1 billion members.","position":3},{"url":"https://gh.linkedin.com/in/emilyksheldon","query":73,"title":"Emily K. Sheldon - Co-Founder & CEO at African Health ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Co-Founder & CEO at African Health Innovation Centre — Global Health | Disability | Innovation | Entrepreneurship · Emily Sheldon is most passionate about using market-based approaches to solve complex challenges throughout the African continent. Her global development experience spans sub-Saharan Africa and includes diverse engagement in facilitation and training, capacity building ...","position":4},{"url":"https://au.linkedin.com/in/emily-sheldon-b7b2523a","query":73,"title":"Emily Sheldon - Very Special Kids | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"This supporter centric lens, coupled with my innate desire to maximize my broad skillset, is at the heart of everything I do. · Experience: Very Special Kids · Education: RMIT University · Location: Greater Melbourne Area · 446 connections on LinkedIn. View Emily Sheldon's profile on LinkedIn, a professional community of 1 billion members.","position":5},{"url":"https://ca.linkedin.com/in/emilydshelton","query":73,"title":"Emily Shelton - Paid media strategist who builds ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"🤑 Paid media strategist who builds repeatable wins · I build paid media ecosystems that turn chaos into clarity, audiences into advocates, and performance into growth. My work sits where omnichannel strategy, human psychology, and repeatable systems meet. Campaigns are the surface. The real craft is in the systems and scaffolding that lets excellence happen again and again. Over the past ...","position":6},{"url":"https://uk.linkedin.com/in/emily-sheldon-6a45b7a6","query":73,"title":"Emily Sheldon - Digital CRM Manager at Pall Mall | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Digital CRM Manager at Pall Mall · I'm a digital marketing professional with experience in website and campaign management, email marketing, CRM, SEO and social media. I'm passionate about turning data into strategy, creating content that connects, and delivering measurable results. I'm skilled in CMS platforms such as HubSpot, WordPress and Sitecore, with strong experience in CRM and ...","position":7},{"url":"https://ca.linkedin.com/company/hmc-lawyers","query":73,"title":"HMC Lawyers LLP - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"HMC Lawyers is a litigation boutique based in Calgary. We help clients in Alberta and across Western Canada to proactively address and respond to potential legal risks. We move quickly to understand the nuances and context of each client's specific issue, address their questions, and ensure that any potential problem or dispute is mitigated as soon as possible.","position":8},{"url":"https://pe.linkedin.com/pub/dir/Emily/Sheldon/us-0-United-States","query":73,"title":"30+ perfiles de «Emily Sheldon» | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Ve los perfiles de profesionales con el nombre de «Emily Sheldon» en LinkedIn. Hay 30+ profesionales con el nombre de «Emily Sheldon» que usan LinkedIn para intercambiar información, ideas y oportunidades.","position":9},{"url":"https://au.linkedin.com/in/emily-sheldon-733a562b3","query":73,"title":"Emily Sheldon - ALDI Stores Australia - Seasonal Chocolate ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"ALDI Stores Australia - Seasonal Chocolate & Confectionary (Christmas/Easter) · Experience: ALDI Stores Australia · Education: St Joseph's Catholic College, East Gosford · Location: Penrith · 126 connections on LinkedIn. View Emily Sheldon's profile on LinkedIn, a professional community of 1 billion members.","position":10},{"url":"https://www.linkedin.com/posts/harvey-mudd-college_a-new-school-year-isnt-the-only-thing-to-activity-7102414469925937153-Hv5n","query":74,"title":"A new school year isn't the only thing to celebrate this week. Erin ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"A new school year isn't the only thing to celebrate this week. Erin Talvitie, associate professor of computer science, associate department chair and a faculty member since 2019, has earned ...","position":1},{"url":"https://www.linkedin.com/pub/dir/+/Talvitie/ca-0-Canada","query":74,"title":"20+ \"Talvitie\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Talvitie\" on LinkedIn. There are 20+ professionals named \"Talvitie\", who use LinkedIn to exchange information, ideas, and opportunities.","position":2},{"url":"https://ca.linkedin.com/in/erin-viala-949a311a0","query":74,"title":"Erin Viala - Lawyer at HMC Lawyers LLP | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Lawyer at HMC Lawyers LLP · Erin is a dedicated lawyer who provides her clients with practical and timely advice. She is a firm believer in focusing her client's goals and interests to resolve matters in an expeditious and efficient fashion. Erin's practice primarily focuses on employment law, insolvency and commercial debt recovery. Whether acting for employers or employees, debtors or ...","position":3},{"url":"https://ca.linkedin.com/in/erin-viala-0168322a8","query":74,"title":"Erin Viala - Lawyer at HMC Lawyers LLP | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Lawyer at HMC Lawyers LLP · Experience: HMC Lawyers LLP · Location: Calgary · 1 connection on LinkedIn. View Erin Viala's profile on LinkedIn, a professional community of 1 billion members.","position":4},{"url":"https://it.linkedin.com/in/inger-talvitie-10b9b014","query":74,"title":"Inger Talvitie - Leadership Coach, Consultant and Facilitator | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Leadership Coach, Consultant and Facilitator · Esperienza: Kotona Manor Oy · Formazione: The Institute of Directors · Località: Siena · 218 collegamenti su LinkedIn. Vedi il profilo di Inger Talvitie su LinkedIn, una community professionale di 1 miliardo di utenti.","position":5},{"url":"https://uk.linkedin.com/in/hypheneditorialservices","query":74,"title":"Elina Talvitie - Experienced, quality-focused financial editor | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Experienced, quality-focused financial editor · Location: London · 366 connections on LinkedIn. View Elina Talvitie's profile on LinkedIn, a professional community of 1 billion members.","position":6},{"url":"https://fi.linkedin.com/in/henrikki-talvitie-5234226b","query":74,"title":"Henrikki Talvitie - CEO at St1 Oy | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"CEO at St1 Oy · Kokemus: St1 Nordic Oy · Koulutus: Helsingin kauppakorkeakoulu / Helsinki School of Economics · Sijainti: Finland · 500+ yhteyttä LinkedIn. Katso Henrikki Talvitie profiili LinkedIn, 1 miljardin jäsenen ammattilaisyhteisöstä.","position":7},{"url":"https://fi.linkedin.com/in/talvitieanne","query":74,"title":"Anne Talvitie - Organisaatioiden toiminnan kehittäjä | Selvitän, miksi ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"Organisaatioiden toiminnan kehittäjä | Selvitän, miksi työ ei toimi niin kuin pitäisi - ja mitä sille voidaan tehdä. · Kokemus: Kouluttamo Future · Sijainti: Hämeenlinna · 500+ yhteyttä LinkedIn. Näytä Anne Talvitie profiili LinkedIn, 1 miljardin jäsenen ammattilaisyhteisössä.","position":8},{"url":"https://uk.linkedin.com/in/kalee-talvitie-brown-mcmi-chmc-12b38625","query":74,"title":"Kalee Talvitie-Brown MCMI ChMC - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"I am also passionate about the arts as a Patron at the Royal Academy of Arts and the V&A. · Experience: Chartered Management Institute · Education: Harvard Business School · Location: United Kingdom · 500+ connections on LinkedIn. View Kalee Talvitie-Brown MCMI ChMC's profile on LinkedIn, a professional community of 1 billion members.","position":9},{"url":"https://www.linkedin.com/pub/dir/Erin/Viala","query":74,"title":"2 \"Erin Viala\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Erin Viala\" on LinkedIn. There are 2 professionals named \"Erin Viala\", who use LinkedIn to exchange information, ideas, and opportunities.","position":10},{"url":"https://www.linkedin.com/in/gabrielagamiz","query":75,"title":"Gabriela Gamiz - Harvey Mudd College | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Gabriela Gamiz Claremont, California, United States 1K followers 500+ connections See your mutual connections Harvey Mudd College","position":1},{"url":"https://www.linkedin.com/pub/dir/Gabriela/Gamiz","query":75,"title":"9 \"Gabriela Gamiz\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Gabriela Gamiz Claremont, CA Harvey Mudd College, +1 more Claremont Graduate University, +1 more","position":2},{"url":"https://ca.linkedin.com/in/gabriela-gomez-06980b12b","query":75,"title":"Gabriela Gomez - Founder, Somatic Counselor and Consultant | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Founder, Somatic Counselor and Consultant · Experienced counselor, facilitator, researcher and creative healer with a demonstrated history of working in community health contexts. Advanced-level trained and registered Somatic Experiencing practitioner in private practice, helping individuals connect to the innate healing wisdom of their bodies through somatic counseling. Consultant for ...","position":3},{"url":"https://es.linkedin.com/in/gabrielagamez/en","query":75,"title":"Gabriela Gámez - Directora de People, Clientes ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Directora de People, Clientes & Comunicación Interna · Experience: Bupa Global Latinoamérica · Education: Universidad Autónoma de Madrid · Location: Greater Madrid Metropolitan Area · 500+ connections on LinkedIn. View Gabriela Gámez's profile on LinkedIn, a professional community of 1 billion members.","position":4},{"url":"https://ca.linkedin.com/in/mgabrielagomez","query":75,"title":"Gabriela Gomez - Senior Finance Leader | Corporate Financing ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Senior Finance Leader | Corporate Financing, Portfolio Management & Risk Governance · Location: Canada · 500+ connections on LinkedIn. View Gabriela Gomez's profile on LinkedIn, a professional community of 1 billion members.","position":5},{"url":"https://www.linkedin.com/in/gabrielamgamiz","query":75,"title":"Gabriela Gamiz - Medical Case Manager at Hamilton Wingo, LLP - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Medical Case Manager at Hamilton Wingo, LLP · As a Medical Case Manager at Hamilton Wingo, I specialize in coordinating comprehensive care for injured workers and disabled individuals, ensuring ...","position":6},{"url":"https://www.linkedin.com/in/gabriela-gomez-4b149222","query":75,"title":"Gabriela Gomez - Financial Analyst at HM Capital Consulting | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Financial Analyst at HM Capital Consulting · Ms. Gabriela Gomez: Results-driven sales professional eager to apply dynamic business development, account management, strategic marketing and team ...","position":7},{"url":"https://www.linkedin.com/in/gabriela-gomez-a4b803205","query":75,"title":"Gabriela Gomez - H&S Behavioral Research Assistant III ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View Gabriela Gomez's profile on LinkedIn, a professional community of 1 billion members.","position":8},{"url":"https://www.linkedin.com/in/gabriela-miranda-00054bb8","query":75,"title":"Gabriela Miranda - HMC at bay | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"HMC at bay · Experience: bay · Location: Corpus Christi. View Gabriela Miranda's profile on LinkedIn, a professional community of 1 billion members.","position":9},{"url":"https://www.linkedin.com/pub/dir/SARA+GABRIELA/GAMIZ","query":75,"title":"2 \"Sara Gabriela Gamiz\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Sara Gabriela Gamiz\" on LinkedIn. There are 2 professionals named \"Sara Gabriela Gamiz\", who use LinkedIn to exchange information ...","position":10},{"url":"https://www.linkedin.com/in/garrett-sward","query":76,"title":"Garrett Sward - Workday Analyst, Systems Specialist, Software Engineer ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"Workday Analyst, Systems Specialist, Software Engineer · With a background in full-stack web development, Workday reporting and integrations, and user-centered design, I'm passionate about ...","position":1},{"url":"https://www.linkedin.com/pub/dir/Garrett/Sward","query":76,"title":"2 \"Garrett Sward\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Garrett Sward\" on LinkedIn. There are 2 professionals named \"Garrett Sward\", who use LinkedIn to exchange information, ideas, and opportunities.","position":2},{"url":"https://ca.linkedin.com/pub/dir/+/Sward","query":76,"title":"1400+ \"Sward\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Sward\" on LinkedIn. There are 1400+ professionals named \"Sward\", who use LinkedIn to exchange information, ideas, and opportunities.","position":3},{"url":"https://ca.linkedin.com/in/garrett-oswald-cfa","query":76,"title":"Garrett Oswald, CFA - SLC Management | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"· Experience: SLC Management · Education: University of Alberta · Location: Montreal · 500+ connections on LinkedIn. View Garrett Oswald, CFA's profile on LinkedIn, a professional community of 1 billion members.","position":4},{"url":"https://www.linkedin.com/posts/garrett-sward_workday-pro-hcm-reporting-certification-was-activity-7516645194750971905-z5mp","query":76,"title":"Garrett Sward's Post","reason":"not_read_yet","outcome":"evidence_only","snippet":"Workday Pro HCM Reporting Certification was issued by Workday to Garrett Sward.","position":5},{"url":"https://www.linkedin.com/pub/dir/Garrett/Sward/us-0-United-States","query":76,"title":"2 \"Garrett Sward\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Garrett Sward Software Developer | Workday Analyst Los Angeles, CA Harvey Mudd College, +6 more University of Connecticut, +1 more","position":6},{"url":"https://www.linkedin.com/in/garrett-sward-92315a12a","query":76,"title":"Garrett Sward - Shift Supervisor at Starbucks | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Shift Supervisor at Starbucks · Experience: Starbucks · Education: Benedictine University · Location: Downers Grove · 2 connections on LinkedIn. View Garrett Sward's profile on LinkedIn, a ...","position":7},{"url":"https://www.linkedin.com/in/garrett-sward-0b42ba248","query":76,"title":"Garrett Sward - Shift Manager at Starbucks | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Shift Manager at Starbucks · Experience: Starbucks · Location: 60516 · 30 connections on LinkedIn. View Garrett Sward's profile on LinkedIn, a professional community of 1 billion members.","position":8},{"url":"https://www.linkedin.com/feed/update/urn:li:activity:7061782986316247041/","query":76,"title":"Garrett Sward on LinkedIn: #opentowork","reason":"not_read_yet","outcome":"evidence_only","snippet":"Hi everyone - I am looking for a new role and would appreciate your support. Thank you in advance for any connections, advice, or opportunities you can offer…","position":9},{"url":"https://www.linkedin.com/company/garrettcom-inc.","query":76,"title":"GarrettCom, Inc. | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"GarrettCom, Inc. | 1,379 followers on LinkedIn. GarrettCom provides networking solutions for challenging industrial environments, such as power utility substations, traffic control systems, IP ...","position":10},{"url":"https://www.linkedin.com/in/gene-mijares","query":77,"title":"Gene Mijares - Associate Director, Employer Relations and Recruiting ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"Gene Mijares Associate Director, Employer Relations and Recruiting, Harvey Mudd College Los Angeles, California, United States 640 followers 500+ connections See your mutual connections Harvey ...","position":1},{"url":"https://www.linkedin.com/pub/dir/Gene/Mijares","query":77,"title":"10+ \"Gene Mijares\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Gene Mijares\" on LinkedIn. There are 10+ professionals named \"Gene Mijares\", who use LinkedIn to exchange information, ideas, and opportunities.","position":2},{"url":"https://ph.linkedin.com/in/gene-mijares-69366a10a","query":77,"title":"Gene Mijares - Self-employed | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Karanasan: Self-employed · Edukasyon: FEU Institute of Technology · Lokasyon: Metro Manila · 79 koneksyon sa LinkedIn. Tingnan ang profile ni Gene Mijares sa LinkedIn, isang propesyonal na komunidad na may 1 bilyong miyembro.","position":3},{"url":"https://ph.linkedin.com/in/gene-mijares-892b03381","query":77,"title":"Gene Mijares - Quezon City, National Capital Region, Philippines ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"Lokasyon: 1116. Tingnan ang profile ni Gene Mijares sa LinkedIn, isang propesyonal na komunidad na may 1 bilyong miyembro.","position":4},{"url":"https://ca.linkedin.com/pub/dir/+/Mijares/ca-4880-Greater-Vancouver-Metropolitan-Area","query":77,"title":"20+ \"Mijares\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Mijares\" on LinkedIn. There are 20+ professionals named \"Mijares\", who use LinkedIn to exchange information, ideas, and opportunities.","position":5},{"url":"https://www.linkedin.com/in/gene-mijares-11a71414","query":77,"title":"Gene Mijares - Pastor at Word of Grace Christian Church | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View Gene Mijares' profile on LinkedIn, a professional community of 1 billion members.","position":6},{"url":"https://www.linkedin.com/posts/gene-mijares_great-to-bring-students-and-industry-partners-activity-7526410550654750720-0S-0","query":77,"title":"Gene Mijares' Post","reason":"not_read_yet","outcome":"evidence_only","snippet":"Great to bring students and industry partners together at Harvey Mudd College yesterday for Sustainability & Energy Industry Day. Thank you to Parallel, Rainmaker Technology Corporation, Savor ...","position":7},{"url":"https://www.linkedin.com/posts/shannon-braunmba_thank-you-to-the-companies-and-alumni-who-activity-7526418153975971842-Amvr","query":77,"title":"Thank you to the companies (and alumni) who came to campus to highlight ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"Thank you to the companies (and alumni) who came to campus to highlight sustainability-focused technologies. HMC students love to \"solve what matters\". A big shout-out to Gene Mijares for ...","position":8},{"url":"https://www.linkedin.com/posts/gene-mijares_a-highlight-of-last-week-was-welcoming-employers-activity-7514004005199515648-KoZB","query":77,"title":"Gene Mijares' Post","reason":"not_read_yet","outcome":"evidence_only","snippet":"A highlight of last week was welcoming employers and graduate programs to Harvey Mudd College for our Fall Career & Graduate School Fair! I enjoyed seeing students make new connections and hearing ...","position":9},{"url":"https://www.linkedin.com/pub/dir/%20/Mijares/us-49-Los-Angeles-Metropolitan-Area","query":77,"title":"300+ \"Mijares\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Gene Mijares Associate Director, Employer Relations and Recruiting, Harvey Mudd College Los Angeles, CA Harvey Mudd College, +5 more New York University","position":10},{"url":"https://www.linkedin.com/in/geoffkuenning","query":78,"title":"Geoff Kuenning - Professor at Harvey Mudd College | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"· Experience: Harvey Mudd College · Location: Claremont · 500+ connections on LinkedIn. View Geoff Kuenning's profile on LinkedIn, a professional community of 1 billion members.","position":1},{"url":"https://www.linkedin.com/pub/dir/%20/Kuenning","query":78,"title":"200+ \"Kuenning\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Geoff Kuenning Professor at Harvey Mudd College Claremont, CA Harvey Mudd College, +9 more , +1 more","position":2},{"url":"https://www.linkedin.com/pub/dir/Kuenning%2C/+","query":78,"title":"3 \"Kuenning,\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Kuenning,\" on LinkedIn. There are 3 professionals named \"Kuenning,\", who use LinkedIn to exchange information, ideas, and opportunities.","position":3},{"url":"https://www.linkedin.com/pub/dir/+/Kuenning/us-21-Cincinnati-Area","query":78,"title":"4 \"Kuenning\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Kuenning\" on LinkedIn. There are 4 professionals named \"Kuenning\", who use LinkedIn to exchange information, ideas, and opportunities.","position":4},{"url":"https://ca.linkedin.com/company/hmc-farms","query":78,"title":"HMC Farms - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"HMC Farms | 1,640 followers on LinkedIn. Doing what tastes right.® | HMC Farms is a leading grower, packer, shipper and marketer of stone fruit and table grapes in the San Joaquin Valley, CA, with offices in Santiago Chile and growers in Peru and Mexico.","position":5},{"url":"https://ca.linkedin.com/pub/dir/Geoff/Ca","query":78,"title":"40+ \"Geoff Ca\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Geoff Ca\" on LinkedIn. There are 40+ professionals named \"Geoff Ca\", who use LinkedIn to exchange information, ideas, and opportunities.","position":6},{"url":"https://aw.linkedin.com/posts/justinaudcent_congratulations-to-michael-kate-mcconachy-activity-7001093806422982656-JObb","query":78,"title":"Congratulations to Michael & Kate McConachy, Geoff and Jan Hamilton and ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"Congratulations to Michael & Kate McConachy, Geoff and Jan Hamilton and all at HMC Group. We are delighted to have assisted you on this transaction and wish you every success in the next exciting phase of growth.","position":7},{"url":"https://uk.linkedin.com/in/anne-kuenning","query":78,"title":"Anne Kuenning - Assistant Vice President of Sustainability ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Assistant Vice President of Sustainability and Content at Endurance Land · Experience: Endurance Land · Education: University of Cambridge · Location: London · 500+ connections on LinkedIn. View Anne Kuenning's profile on LinkedIn, a professional community of 1 billion members.","position":8},{"url":"https://uk.linkedin.com/in/geoff-thompson-01929550","query":78,"title":"geoff thompson - Structural checker | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Structural checker · I have over 30 years experience in the offshore subsea/Pipeline discipline in addition to numerous other positions within the offshore & Shipbuilding industries covering Topsides, Jackets, Semi-submersibles, DSV's & FPSO units and U.S. Navy strategic sealift vessels USCG Polar Ice Breaker and HM Navy SSNB My main area of experience are conceptual design, FEED ...","position":9},{"url":"https://au.linkedin.com/pub/dir/Geoffrey/Pitts","query":78,"title":"100+ \"Geoffrey Pitts\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Geoffrey Pitts\" on LinkedIn. There are 100+ professionals named \"Geoffrey Pitts\", who use LinkedIn to exchange information, ideas, and opportunities.","position":10},{"url":"https://www.linkedin.com/in/georgemontanez","query":79,"title":"George D. Montañez - Associate Professor of Computer ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View George D. Montañez's profile on LinkedIn, a professional community of 1 billion members.","position":1},{"url":"https://www.linkedin.com/company/amistad-lab","query":79,"title":"AMISTAD Lab - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Founded in 2018, AMISTAD Lab is an undergraduate research laboratory directed by George D. Montañez, PhD, currently an assistant professor at Harvey Mudd College, in Claremont, CA. The AMISTAD ...","position":2},{"url":"https://ca.linkedin.com/company/hmc-farms","query":79,"title":"HMC Farms - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"HMC Farms | 1,640 followers on LinkedIn. Doing what tastes right.® | HMC Farms is a leading grower, packer, shipper and marketer of stone fruit and table grapes in the San Joaquin Valley, CA, with offices in Santiago Chile and growers in Peru and Mexico.","position":3},{"url":"https://pr.linkedin.com/in/george-monta%C3%B1ez-14bb55134","query":79,"title":"George Montañez - President at Stateline Dist. | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"President at Stateline Dist. · Experiencia: Stateline Dist. · Ubicación: Cataño · 1 contacto en LinkedIn. Mira el perfil de George Montañez en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":4},{"url":"https://au.linkedin.com/in/george-montanez-898134297","query":79,"title":"George Montanez - Assistant Commissioner at the Australian Taxation ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"Assistant Commissioner at the Australian Taxation Office · I am senior executive with extensive experience across all facets of tax administration, having held senior roles in policy and law design, interpretation, risk and strategy, case leadership and compliance. I am also the Deputy Chair of the Phoenix Taskforce, which takes a whole-of-government approach to combating illegal phoenix ...","position":5},{"url":"https://pg.linkedin.com/school/harvey-mudd-college/","query":79,"title":"Harvey Mudd College Employees, Location, Alumni | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Harvey Mudd College is a private, liberal arts college of engineering, science and mathematics, located in Claremont, California. HMC educates engineers, scientists and mathematicians who become leaders in their fields and have a clear understanding of their work's impact on society.","position":6},{"url":"https://pr.linkedin.com/in/george-montanez-0737b781","query":79,"title":"George Montanez - Guaraguao Truck Sales | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Experiencia: Guaraguao Truck Sales · Ubicación: Puerto Rico · 1 contacto en LinkedIn. Ver el perfil de George Montanez en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":7},{"url":"https://ca.linkedin.com/company/halton-multicultural-council-inc","query":79,"title":"Halton Multicultural Council Inc - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Halton Multicultural Council Inc | 1,498 followers on LinkedIn. One Community for All | HMC Connections (Halton Multicultural Council) is an agency the assists immigrants, refugees and newcomer to settle in Halton. Our mission is to help newcomers settle and integrate into a community that is welcoming and inclusive.","position":8},{"url":"https://pe.linkedin.com/posts/georgemontanez_computer-science-professors-xanda-schofield-activity-7061391774384099328-Nse4","query":79,"title":"George D. Montañez ha hecho una publicación en LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Computer science professors Xanda Schofield '13 and George Montañez are co-Principal Investigators on a National Science Foundation Research Experiences for Undergraduates award, which has been renewed for the next three years. The award will provide funding to support approximately 10 students per summer for the next three years on projects with the theme \"Exploring the Limits of ...","position":9},{"url":"https://www.linkedin.com/pub/dir/George/Monta%C3%B1ez","query":79,"title":"20+ \"George Montañez\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"George Montañez\" on LinkedIn. There are 20+ professionals named \"George Montañez\", who use LinkedIn to exchange information, ideas ...","position":10},{"url":"https://www.linkedin.com/pub/dir/george/wickes","query":80,"title":"5 \"George Wickes\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"George Wickes\" on LinkedIn. There are 5 professionals named \"George Wickes\", who use LinkedIn to exchange information, ideas, and opportunities.","position":1},{"url":"https://ca.linkedin.com/pub/dir/George/Wicks/ca-0-Canada","query":80,"title":"4 \"George Wicks\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"George Wicks\" on LinkedIn. There are 4 professionals named \"George Wicks\", who use LinkedIn to exchange information, ideas, and opportunities.","position":2},{"url":"https://www.linkedin.com/pub/dir/George+/Wicks","query":80,"title":"20+ \"George Wicks\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"George Wicks\" on LinkedIn. There are 20+ professionals named \"George Wicks\", who use LinkedIn to exchange information, ideas, and ...","position":3},{"url":"https://ca.linkedin.com/in/georgewicks","query":80,"title":"George Wicks - Retired and Living the Dream | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Retired and Living the Dream · Seasoned executive manager with proven leadership, business, operations and organizational experience at telecommunications and other technology based manufacturing and service companies. Specialties: Significant experience in Operations management; Project Management; Business Process Improvement; Customer Service; Technical Support; Applications Engineering ...","position":4},{"url":"https://uk.linkedin.com/in/george-wicks-794724326","query":80,"title":"George Wicks - -- | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"-- · Experience: West County Roofing and Construction · Location: SW12 0AA. View George Wicks' profile on LinkedIn, a professional community of 1 billion members.","position":5},{"url":"https://uk.linkedin.com/in/george-wicks-b9b169238","query":80,"title":"George Wicks - -- | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"-- · Experience: none · Location: Swindon. View George Wicks' profile on LinkedIn, a professional community of 1 billion members.","position":6},{"url":"https://gh.linkedin.com/in/george-klutse-60a72a110","query":80,"title":"GEORGE KLUTSE - GENERAL MANAGER : FINANCE & OPERATIONS, HMC ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"GENERAL MANAGER : FINANCE & OPERATIONS, HMC 10 COMPANY LIMITED · I am a young and energetic Ghanaian Professional with great passion for results, credited with over 12years working experience and a student of ACCA. I have held positions in organizations where tasks undertaken included finance and treasury management, dealing with tax, inventory control, strengthening financial and ...","position":7},{"url":"https://au.linkedin.com/in/emmanuel-george-01","query":80,"title":"Manny George - Director at HMC Capital | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Director at HMC Capital · Location: Greater Sydney Area · 500+ connections on LinkedIn. View Manny George's profile on LinkedIn, a professional community of 1 billion members.","position":8},{"url":"https://au.linkedin.com/in/george-wicks-729a88276","query":80,"title":"George Wicks - st Student | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"st Student · Experience: st · Location: The Rocks. View George Wicks' profile on LinkedIn, a professional community of 1 billion members.","position":9},{"url":"https://za.linkedin.com/in/george-wicks-2a32a7109","query":80,"title":"George Wicks - Rand Merchant Bank | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Experience: Rand Merchant Bank · Location: City of Johannesburg. View George Wicks' profile on LinkedIn, a professional community of 1 billion members.","position":10},{"url":"https://www.linkedin.com/in/gerald-van-hecke-72954521a","query":81,"title":"Gerald Van Hecke - Professor of Chemistry at Harvey Mudd College - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Professor of Chemistry at Harvey Mudd College · Experience: Harvey Mudd College · Location: Claremont. View Gerald Van Hecke's profile on LinkedIn, a professional community of 1 billion members.","position":1},{"url":"https://www.linkedin.com/in/gerald-van-hecke-21b846b8","query":81,"title":"Gerald Van Hecke - professor at Harvey Mudd College | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"professor at Harvey Mudd College · Experience: Harvey Mudd College · Location: Los Angeles Metropolitan Area · 4 connections on LinkedIn. View Gerald Van Hecke's profile on LinkedIn, a ...","position":2},{"url":"https://ca.linkedin.com/pub/dir/+/Hecke/ca-0-Canada","query":81,"title":"80+ \"Hecke\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Hecke\" on LinkedIn. There are 80+ professionals named \"Hecke\", who use LinkedIn to exchange information, ideas, and opportunities.","position":3},{"url":"https://be.linkedin.com/in/geraldhecker","query":81,"title":"Gerald Hecker - retired | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View Gerald Hecker's profile on LinkedIn, a professional community of 1 billion members.","position":4},{"url":"https://ca.linkedin.com/company/hmc-cah-consolidated-inc.","query":81,"title":"HMC/CAH Consolidated, Inc. - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"HMC/CAH Consolidated, Inc. Hospitals and Health Care Kansas City, Missouri 107 followers","position":5},{"url":"https://be.linkedin.com/in/g%C3%A9rald-van-hecke-4310a848","query":81,"title":"Gérald Van Hecke - TRACTEBEL | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Experience: TRACTEBEL · Education: ISIMs · Location: Namur · 109 connections on LinkedIn. View Gérald Van Hecke's profile on LinkedIn, a professional community of 1 billion members.","position":6},{"url":"https://de.linkedin.com/in/gerald-hecker-b5a685b7","query":81,"title":"Gerald Hecker - Sales Director | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Sales Director · Ausbildung: Uni Hannover · Standort: Isernhagen · Sehen Sie sich das Profil von Gerald Hecker auf LinkedIn, einer professionellen Community mit mehr als 1 Milliarde Mitgliedern, an.","position":7},{"url":"https://www.linkedin.com/pub/dir/Gerald/Hecke","query":81,"title":"5 \"Gerald Hecke\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Gerald Hecke\" on LinkedIn. There are 5 professionals named \"Gerald Hecke\", who use LinkedIn to exchange information, ideas, and ...","position":8},{"url":"https://www.linkedin.com/pub/dir/Gerald/Van+Hecke","query":81,"title":"4 \"Gerald Van Hecke\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"There are 4 professionals named \"Gerald Van Hecke\", who use LinkedIn to exchange information, ideas, and opportunities.","position":9},{"url":"https://www.linkedin.com/pub/dir/gerald/hecker","query":81,"title":"10+ \"Gerald Hecker\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Gerald Hecker\" on LinkedIn. There are 10+ professionals named \"Gerald Hecker\", who use LinkedIn to exchange information, ideas, and opportunities.","position":10},{"url":"https://www.linkedin.com/in/gilma-lopez-3835a4b5","query":82,"title":"Gilma Lopez - -- | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"-- · Experience: Harvey Mudd College · Location: United States · 4 connections on LinkedIn. View Gilma Lopez's profile on LinkedIn, a professional community of 1 billion members.","position":1},{"url":"https://www.linkedin.com/in/gilma-lopez-b8250797","query":82,"title":"Gilma Lopez - United States | Professional Profile | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Education: Mount St. Mary's College · Location: United States · 2 connections on LinkedIn. View Gilma Lopez's profile on LinkedIn, a professional community of 1 billion members.","position":2},{"url":"https://co.linkedin.com/in/gilma-lopez-10a63210a","query":82,"title":"gilma lopez - ama de ca en STEVIA GLOBAL FORUM | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"ama de ca en STEVIA GLOBAL FORUM · Experiencia: STEVIA GLOBAL FORUM · Ubicación: Colombia. Mira el perfil de gilma lopez en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":3},{"url":"https://co.linkedin.com/in/gilma-lopez-3b82481b5","query":82,"title":"Gilma Lopez - Quest Diagnostics | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Experiencia: Quest Diagnostics · Ubicación: Bogotá. Ver el perfil de Gilma Lopez en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":4},{"url":"https://mx.linkedin.com/in/gilma-lopez-lopez-907507179","query":82,"title":"Gilma Lopez lopez - Privada | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Experiencia: Privada · Ubicación: México. Ver el perfil de Gilma Lopez lopez en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":5},{"url":"https://es.linkedin.com/in/gilma-lopez-ba252124a","query":82,"title":"Gilma LOPEZ - Director de proyecto | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Director de proyecto · Experiencia: Autónomo · Ubicación: Torrelavega. Mira el perfil de Gilma LOPEZ en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":6},{"url":"https://ca.linkedin.com/in/gilma-garcia-5680031aa","query":82,"title":"Gilma Garcia - Medical Office Assistant at St. Michael's ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Medical Office Assistant at St. Michael's Hospital · Experience: St. Michael's Hospital · Location: M9N 2G4 · 1 connection on LinkedIn. View Gilma Garcia's profile on LinkedIn, a professional community of 1 billion members.","position":7},{"url":"https://ca.linkedin.com/pub/dir/Gilma/+","query":82,"title":"6700+ \"Gilma\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Gilma\" on LinkedIn. There are 6800+ professionals named \"Gilma\", who use LinkedIn to exchange information, ideas, and opportunities.","position":8},{"url":"https://gt.linkedin.com/in/gilma-lopez-621434100","query":82,"title":"Gilma Lopez - Directora Comercial de Mundo Inmobiliario | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Directora Comercial de Mundo Inmobiliario · CEO Fundadora de Mundo Inmobiliario Guatemala, una marca que nació oficialmente en el año 2015, pero que inició como un sueño desde mucho tiempo atrás. Con más de 22 años de experiencia en ésta noble carrera, decidí evolucionar y compartir mi pasión por las ventas en el ámbito de Bienes Raíces. Tras varios años de trabajo, hoy estoy a ...","position":9},{"url":"https://mx.linkedin.com/in/gilma-l%C3%B3pez-1017073a7","query":82,"title":"Gilma López - Estudiante en Universidad de las Américas Puebla - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Estudiante en Universidad de las Américas Puebla · Educación: Universidad de las Américas Puebla · Ubicación: 06800. Mira el perfil de Gilma López en LinkedIn, una red profesional de más de 1.000 millones de miembros.","position":10},{"url":"https://www.linkedin.com/pub/dir/Graydon/Bell","query":83,"title":"5 \"Graydon Bell\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Graydon Bell\" on LinkedIn. There are 5 professionals named \"Graydon Bell\", who use LinkedIn to exchange information, ideas, and opportunities.","position":1},{"url":"https://www.linkedin.com/in/graydon-bell-98685412a","query":83,"title":"graydon bell - MD at lotto and loan co.org | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"MD at lotto and loan co.org · Experience: lotto and loan co.org · Location: Austin · 12 connections on LinkedIn. View graydon bell's profile on LinkedIn, a professional community of 1 billion ...","position":2},{"url":"https://ca.linkedin.com/pub/dir/Graydon/P","query":83,"title":"3 \"Graydon P\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Graydon P\" on LinkedIn. There are 3 professionals named \"Graydon P\", who use LinkedIn to exchange information, ideas, and opportunities.","position":3},{"url":"https://ca.linkedin.com/in/edward-h-c-graydon-2540bba9","query":83,"title":"Edward H C Graydon - Director,President,Sole owner at Graydon ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"Director,President,Sole owner at Graydon Investments Group LTD. · I like to associate my name to the correct stated outcome in politics ,business, and social issues that benefit the country as a whole. The internet is a great tool to expose your views and Ideas . It will be difficult to please all people ...More it is important for me to only post comments on issues that I believe in . I try ...","position":4},{"url":"https://za.linkedin.com/in/graydon-bell-78868113b","query":83,"title":"Graydon Bell - Pactor | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Experience: Pactor · Education: HTS John Vorster THS · Location: City of Johannesburg · 49 connections on LinkedIn. View Graydon Bell's profile on LinkedIn, a professional community of 1 billion members.","position":5},{"url":"https://uk.linkedin.com/in/robjbell","query":83,"title":"Robert J Bell - CEO, Graydon Lloyd | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"· Experience: Graydon Lloyd · Location: Kingston upon Hull, England Metropolitan Area · 500+ connections on LinkedIn. View Robert J Bell's profile on LinkedIn, a professional community of 1 billion members.","position":6},{"url":"https://nz.linkedin.com/in/graydon-bell-42028a52","query":83,"title":"Graydon Bell - installer at Bell Aerial & Satellite Services | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"installer at Bell Aerial & Satellite Services · Experience: Bell Aerial and Satellite Services · Education: Okaihau College & A.I.T (A.U.T) · Location: Northland · 7 connections on LinkedIn. View Graydon Bell's profile on LinkedIn, a professional community of 1 billion members.","position":7},{"url":"https://www.linkedin.com/pub/dir/Graydon/Bell/us-0-United-States","query":83,"title":"4 \"Graydon Bell\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Graydon Bell\" on LinkedIn. There are 3 professionals named \"Graydon Bell\", who use LinkedIn to exchange information, ideas, and ...","position":8},{"url":"https://www.linkedin.com/in/graydon-beatty-7a2366b","query":83,"title":"Graydon Beatty - Chief Science Officer at EnChannel Medical | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Chief Science Officer at EnChannel Medical · Experience: EnChannel Medical · Location: Irvine · 500+ connections on LinkedIn. View Graydon Beatty's profile on LinkedIn, a professional ...","position":9},{"url":"https://www.linkedin.com/posts/swineweb-com_choice-names-graydon-bell-as-general-manager-activity-6975107351313866752-eva-","query":83,"title":"Choice names Graydon Bell as General Manager for USA: https ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Choice names Graydon Bell as General Manager for USA: https://lnkd.in/gUdPD5iv Graydon Bell | 31 comments on LinkedIn","position":10},{"url":"https://www.linkedin.com/in/greg-lyzenga-018b587","query":84,"title":"Greg Lyzenga - Professor Emeritus at Harvey Mudd College | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Professor Emeritus at Harvey Mudd College · Experience: Harvey Mudd College · Location: Altadena · 337 connections on LinkedIn. View Greg Lyzenga's profile on LinkedIn, a professional ...","position":1},{"url":"https://ca.linkedin.com/pub/dir/+/Lyzenga","query":84,"title":"90+ \"Lyzenga\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Lyzenga\" on LinkedIn. There are 90+ professionals named \"Lyzenga\", who use LinkedIn to exchange information, ideas, and opportunities.","position":2},{"url":"https://www.linkedin.com/pub/dir/+/Lyzenga/us-300-Grand-Rapids-Metropolitan-Area","query":84,"title":"10+ \"Lyzenga\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Lyzenga\" on LinkedIn. There are 10+ professionals named \"Lyzenga\", who use LinkedIn to exchange information, ideas, and opportunities.","position":3},{"url":"https://www.linkedin.com/pub/dir/andrew/lyzenga","query":84,"title":"2 \"Andrew Lyzenga\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Andrew Lyzenga\" on LinkedIn. There are 2 professionals named \"Andrew Lyzenga\", who use LinkedIn to exchange information, ideas, and opportunities.","position":4},{"url":"https://www.linkedin.com/in/alyzen","query":84,"title":"Andrew Lyzenga - Healthcare Policy Professional | Expert in Program ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"Healthcare Policy Professional | Expert in Program Management & Policy Development | 20+ Years of Industry Leadership · I'm a seasoned Healthcare Policy Professional with over 20 years of ...","position":5},{"url":"https://www.linkedin.com/pub/dir/John/Lyzenga","query":84,"title":"2 \"John Lyzenga\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"John Lyzenga\" on LinkedIn. There are 2 professionals named \"John Lyzenga\", who use LinkedIn to exchange information, ideas, and ...","position":6},{"url":"https://www.linkedin.com/company/hmc-architects","query":84,"title":"HMC Architects - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"HMC Architects | 21,924 followers on LinkedIn. Employee Owners Designing for Good. | Founded in 1940 with the purpose of anticipating community needs, HMC creates designs that positively impact ...","position":7},{"url":"https://www.linkedin.com/company/homeowners-management-company-llc","query":84,"title":"Homeowners Management Company, LLC - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Homeowners Management Company (HMC) provides full-service property management services including financial, administrative, and operational management solutions to homeowners associations (HOA ...","position":8},{"url":"https://www.linkedin.com/posts/greg-light-7a623013-adasbatterycalibrationelectrificationemotorinverterpropulsionsimulationvirtual_hyundai-motor-company-hmc-embraces-software-activity-6901835957046169600-ek88","query":84,"title":"Gregory Light posted on LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Hyundai Motor Company (HMC) embraces Software in the Loop (SiL) to advance their calibration methodology. On this journey, HMC and AVL set up a SiL platform to closer link in-vehicle testing and ...","position":9},{"url":"https://www.linkedin.com/company/hmc-farms","query":84,"title":"HMC Farms - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"HMC Farms is a leading grower, packer, shipper and marketer of stone fruit and table grapes in the San Joaquin Valley, CA, with offices in Santiago Chile and growers in Peru and Mexico.","position":10},{"url":"https://www.linkedin.com/in/haley-phillips-ba17048","query":85,"title":"Haley Phillips - Senior Associate Director for Human ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Senior Associate Director for Human Resources at Harvey Mudd College · Experienced Manager with a demonstrated history of working in the higher education industry. Strong human resources ...","position":1},{"url":"https://www.linkedin.com/pub/dir/haley/phillips","query":85,"title":"200+ \"Haley Phillips\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Haley Phillips\" on LinkedIn. There are 200+ professionals named \"Haley Phillips\", who use LinkedIn to exchange information, ideas, and opportunities.","position":2},{"url":"https://ca.linkedin.com/in/haley-phillips-810364309","query":85,"title":"Haley Phillips - -- | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"-- · Experience: HUB International · Location: V5M 2H1 · 71 connections on LinkedIn. View Haley Phillips' profile on LinkedIn, a professional community of 1 billion members.","position":3},{"url":"https://www.linkedin.com/pub/dir/Haley/Phillips+","query":85,"title":"200+ \"Haley Phillips\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Haley Phillips Guiding organizations toward ESG regulatory compliance and transparent governance and disclosures Denver, CO EY, +5 more University of Southern California","position":4},{"url":"https://www.linkedin.com/in/haley-phillips-a8b479290","query":85,"title":"Haley Phillips - PH CONSTRUCTION | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Experience: PH CONSTRUCTION · Location: California. View Haley Phillips' profile on LinkedIn, a professional community of 1 billion members.","position":5},{"url":"https://www.linkedin.com/posts/haley-phillips-ba17048_hiring-hmc-activity-7029526582390108161-ej_t","query":85,"title":"Haley Phillips on LinkedIn: #hiring #hmc","reason":"not_read_yet","outcome":"evidence_only","snippet":"HMC is #hiring! We are looking for a motivated team member to hire as our new Business Affairs Office Analyst & Administrator. If you know someone who is good…","position":6},{"url":"https://www.linkedin.com/in/haley-phillips-590392134","query":85,"title":"Haley Phillips - Guiding organizations toward ESG regulatory ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Guiding organizations toward ESG regulatory compliance and transparent governance and disclosures · As an analytical and growth-focused professional with a passion for advancing sustainability ...","position":7},{"url":"https://www.linkedin.com/in/haley-phillips-a81080154","query":85,"title":"Haley Phillips - Middle School Science Teacher, Los Angeles, CA - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Middle School Science Teacher, Los Angeles, CA · I pride myself on being an enthusiastic athletics professional and look forward to continuing my education through experiences. I'm extremely ...","position":8},{"url":"https://www.linkedin.com/posts/haley-phillips-ba17048_staff-employment-opportunities-activity-7151643921922564096-UKiX","query":85,"title":"Haley Phillips on LinkedIn: Staff Employment Opportunities","reason":"not_read_yet","outcome":"evidence_only","snippet":"Happy New Year! As you consider a career move, I encourage you to take a look at our open positions here at HMC. If you have questions or interest send me a…","position":9},{"url":"https://www.linkedin.com/posts/haley-phillips-ba17048_hrpayroll-specialist-activity-7184636039154544640-oCNN","query":85,"title":"Haley Phillips' Post - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Greetings Linkedin friends! We have an amazing opportunity to join our HR team here at HMC! We are searching for a HR/Payroll Specialist to join our thriving HR department. If you are interested ...","position":10},{"url":"https://www.linkedin.com/in/hannahpalpant","query":86,"title":"Hannah Palpant, DTL - Assistant Vice President of Advancement ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"Hannah Palpant, DTL Assistant Vice President of Advancement Operations and Campaigns at Harvey Mudd College San Dimas, California, United States 754 followers 500+ connections See your mutual ...","position":1},{"url":"https://www.linkedin.com/pub/dir/hannah/palpant","query":86,"title":"3 \"Hannah Palpant\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Hannah Palpant\" on LinkedIn. There are 3 professionals named \"Hannah Palpant\", who use LinkedIn to exchange information, ideas, and ...","position":2},{"url":"https://www.linkedin.com/in/hannah-palpant-cpa-a61875116","query":86,"title":"Hannah Palpant, CPA - Nichols, Cauley & Associates, LLC | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Experience: Nichols, Cauley & Associates, LLC · Education: Georgia College & State University · Location: Buford · 147 connections on LinkedIn. View Hannah Palpant, CPA's profile on LinkedIn ...","position":3},{"url":"https://www.linkedin.com/posts/hannahpalpant_join-the-innovative-advancement-team-at-harvey-activity-7517985828703256577-lsHa","query":86,"title":"Hannah Palpant, DTL's Post - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Join the innovative Advancement team at Harvey Mudd College! Help shape the future of philanthropy in this unique role in development at an extraordinary college where bold ideas, meaningful ...","position":4},{"url":"https://www.linkedin.com/in/hannah-palpant","query":86,"title":"Hannah Palpant - Professional Sports Creative | Social Media Manager ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"Professional Sports Creative | Social Media Manager | Photography | Videography | Social Media · I'm a sports photographer and videographer specializing in creating impactful visual stories for ...","position":5},{"url":"https://www.linkedin.com/posts/hannahpalpant_it-warms-my-heart-when-i-think-about-the-activity-7011117154439761921-TPxI","query":86,"title":"Hannah Palpant, DTL posted on LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Hannah Palpant, DTL posted images on LinkedIn Hannah Palpant, DTL reposted this Ahmed Ispahani PhD, Economics: University of Southern California, Los Angeles 1y","position":6},{"url":"https://www.linkedin.com/posts/hannahpalpant_im-attending-2024-west-coast-meeting-of-activity-7158530829629976576-GQER","query":86,"title":"Hannah Palpant, DTL's Post - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"I'm attending 2024 West Coast \"Meeting of the Minds\" Fundraising Conference. Join me on February 7.","position":7},{"url":"https://www.linkedin.com/posts/hannahpalpant_the-university-of-la-verne-welcomed-inland-activity-6892980080058994688-JrHV","query":86,"title":"Hannah Palpant, DTL posted on LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"The University of La Verne welcomed Inland Empire Hispanic Leadership Council (IEHLC) leaders, including President Laura Morales, to campus on Thursday to celebrate the continuation of the ...","position":8},{"url":"https://www.linkedin.com/posts/hannahpalpant_i-read-a-book-about-a-decade-or-so-ago-by-activity-7506449706525290496-EvSE","query":86,"title":"Hannah Palpant, DTL's Post - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"I read a book about a decade or so ago by Pamela Slim called \"Body of Work, Finding the Thread That Ties Your Story Together.\" As someone who has Connectedness as one of my top Strengths from ...","position":9},{"url":"https://www.linkedin.com/posts/hannahpalpant_associate-vice-president-of-strategic-communications-activity-7059213719892869120-a_ZQ","query":86,"title":"Hannah Palpant, DTL'S Post - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"The Associate Vice President (AVP) will lead a team that will propel and enhance the reputation of the institution beyond Southern California as well as support enrollment marketing for ...","position":10},{"url":"https://www.linkedin.com/in/harley-rangel-950347301","query":87,"title":"Harley Rangel - -- | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"-- · Experience: Harvey Mudd College · Location: 91711. View Harley Rangel's profile on LinkedIn, a professional community of 1 billion members.","position":1},{"url":"https://www.linkedin.com/in/harley-rangel-54610a277","query":87,"title":"Harley Rangel - Harvey Mudd Advancement Services Data Entry ... - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Harvey Mudd Advancement Services Data Entry Coordinator · Experience: Harvey Mudd College · Education: California State Polytechnic University-Pomona · Location: United States · 1 connection ...","position":2},{"url":"https://br.linkedin.com/in/harley-rangel-96b181106","query":87,"title":"Harley Rangel - Sgt na Pmmg | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Sgt na Pmmg · Experiência: Pmmg · Localidade: Pouso Alegre. Veja Harley Rangel o perfil no LinkedIn, uma comunidade profissional de 1 bilhão de usuários.","position":3},{"url":"https://ca.linkedin.com/company/hmc-farms","query":87,"title":"HMC Farms - LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"HMC Farms | 1,640 followers on LinkedIn. Doing what tastes right.® | HMC Farms is a leading grower, packer, shipper and marketer of stone fruit and table grapes in the San Joaquin Valley, CA, with offices in Santiago Chile and growers in Peru and Mexico.","position":4},{"url":"https://www.linkedin.com/pub/dir/Harley/Rangel","query":87,"title":"6 \"Harley Rangel\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Harley Rangel\" on LinkedIn. There are 6 professionals named \"Harley Rangel\", who use LinkedIn to exchange information, ideas, and opportunities.","position":5},{"url":"https://www.linkedin.com/pub/dir/Harley/Rangel/us-0-United-States","query":87,"title":"4 \"Harley Rangel\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Harley Rangel Harvey Mudd Advancement Services Data Entry Coordinator United States Harvey Mudd College, +3 more California State Polytechnic University-Pomona, +1 more","position":6},{"url":"https://www.linkedin.com/in/harley-q-8739b33ba","query":87,"title":"Harley Q - Janitor at HCA Healthcare | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Janitor at HCA Healthcare · Experience: HCA Healthcare · Location: California. View Harley Q's profile on LinkedIn, a professional community of 1 billion members.","position":7},{"url":"https://www.linkedin.com/in/harley-rangel-34a021268","query":87,"title":"HARLEY RANGEL - Student at CAST Tech High School | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Student at CAST Tech High School · Education: CAST Tech High School · Location: San Antonio. View HARLEY RANGEL's profile on LinkedIn, a professional community of 1 billion members.","position":8},{"url":"https://www.linkedin.com/pub/dir/carly/rangel","query":87,"title":"6 \"Carly Rangel\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Carly Rangel\" on LinkedIn. There are 6 professionals named \"Carly Rangel\", who use LinkedIn to exchange information, ideas, and opportunities.","position":9},{"url":"https://www.linkedin.com/in/alexrangel1","query":87,"title":"Alex Rangel - Lead Global Category Manager | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Lead Global Category Manager · Experience: Harley-Davidson Motor Company · Education: The University of Texas at San Antonio · Location: Austin · 500+ connections on LinkedIn. View Alex Rangel ...","position":10},{"url":"https://www.linkedin.com/in/harrison-li-8490a9a5","query":88,"title":"Harrison Li - Assistant Professor of Mathematics | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Assistant Professor of Mathematics · Experience: Harvey Mudd College · Education: Stanford University · Location: Los Angeles Metropolitan Area · 500+ connections on LinkedIn. View Harrison Li ...","position":1},{"url":"https://www.linkedin.com/in/liharrison091","query":88,"title":"Harrison Li - Accountant | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Harrison Li Accountant Arcadia, California, United States 884 followers 500+ connections See your mutual connections Meridian Rapid Defense Group, LLC - Vehicle Barriers","position":2},{"url":"https://ca.linkedin.com/in/harrison-li-8aa29a212","query":88,"title":"Harrison Li - Legal Assistant | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Legal Assistant · Experience: ATAC LAW · Education: Vancouver Community College (VCC) · Location: Vancouver · 85 connections on LinkedIn. View Harrison Li's profile on LinkedIn, a professional community of 1 billion members.","position":3},{"url":"https://hk.linkedin.com/in/harrison-li-0ababa261","query":88,"title":"Harrison Li - -- | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"-- · Location: Hong Kong. View Harrison Li's profile on LinkedIn, a professional community of 1 billion members.","position":4},{"url":"https://cn.linkedin.com/in/harrison-li-7258a484","query":88,"title":"Harrison Li - DG cargo expert | Global Supply Chain Management ...","reason":"not_read_yet","outcome":"evidence_only","snippet":"DG cargo expert | Global Supply Chain Management | Worldwide Logistics Solutions · Experienced international transportation with a demonstrated history of working in the logistics industry. Skilled in Management, Publishing, Data Analysis, Supply Chain Management, and International Logistics. Experienced in Trans-Pacific trade. Strong media and communication professional graduated from ...","position":5},{"url":"https://ca.linkedin.com/in/harrison-li-62883886","query":88,"title":"Harrison Li - Consumer Goods Professional | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Consumer Goods Professional · Experience: Toronto Family shelter · Location: Toronto · 1 connection on LinkedIn. View Harrison Li's profile on LinkedIn, a professional community of 1 billion members.","position":6},{"url":"https://uk.linkedin.com/pub/dir/Harrison/Li/gb-0-United-Kingdom","query":88,"title":"2 \"Harrison Li\" profiles | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"View the profiles of professionals named \"Harrison Li\" on LinkedIn. There are 2 professionals named \"Harrison Li\", who use LinkedIn to exchange information, ideas, and opportunities.","position":7},{"url":"https://cn.linkedin.com/in/harrison-li-2b958280","query":88,"title":"Harrison Li - Carrier Business Development | 领英","reason":"not_read_yet","outcome":"evidence_only","snippet":"Carrier Business Development · 工作经历: Oracle · 教育经历: Liaoning Technical University · 地点: 深圳 · 335 位领英好友。在领英 (一个拥有 10 亿会员的职业社区) 查看Harrison Li的职业档案。","position":8},{"url":"https://au.linkedin.com/in/harrison-li","query":88,"title":"Harrison L. - Consultant at Bain & Company | LinkedIn","reason":"not_read_yet","outcome":"evidence_only","snippet":"Consultant at Bain & Company · Experience: Bain & Company · Education: UNSW · Location: Greater Sydney Area · 500+ connections on LinkedIn. 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THE PROPOSED CURRICULA AT THE THREE DIFFERENT INSTITUTIONS WILL SERVE AS ROLE MODELS FOR OTHER COLLEGES AND UNIVERSITIES NATIONWIDE TO BUILD THEIR OWN UNIVERSAL COMPUTING CURRICULA OF COMPUTING-AS-LITERACY, IN SUPPORT OF THEIR OWN DISTINCTIVE MISSIONS AND IDENTITIES. THE NSF IUSE: EHR PROGRAM SUPPORTS RESEARCH AND DEVELOPMENT PROJECTS TO IMPROVE THE EFFECTIVENESS OF STEM EDUCATION FOR ALL STUDENTS. THROUGH THE ENGAGED STUDENT LEARNING TRACK, THE PROGRAM SUPPORTS THE CREATION, EXPLORATION, AND IMPLEMENTATION OF PROMISING PRACTICES AND TOOLS. THIS AWARD REFLECTS NSF'S STATUTORY MISSION AND HAS BEEN DEEMED WORTHY OF SUPPORT THROUGH EVALUATION USING THE FOUNDATION'S INTELLECTUAL MERIT AND BROADER IMPACTS REVIEW CRITERIA.","recipientID":"bb86d47d-0e1a-7d08-2c40-c291ac767ff6-C","recipientName":"HARVEY MUDD COLLEGE","awardingAgency":"National Science Foundation","generatedAwardID":"ASST_NON_2142780_049","queriedLegalName":"Harvey Mudd College","awardingSubAgency":"National Science Foundation","reportedAwardAmountUSD":544284,"assistanceListingNumber":"47.076","reportedTotalOutlaysUSD":526207.51},"basis":"external_source","resolver_version":"federal-awards-v2","evidence_id":"usaspending:09d2fb363056bb9aed1ee5d1","via":["https://api.usaspending.gov/api/v2/search/spending_by_award/","published brand name Harvey Mudd College on https://hmc.edu/","https://www.usaspending.gov/award/ASST_NON_2142780_049","https://ipai.hmc.edu","the award's own recipient address, 301 PLATT BLVD, CLAREMONT, CA 91711, is the record's accepted Place at 301 Platt Blvd, Claremont, CA: the same street, house and town (a brand name is not a legal identity; the Place is the witness)"],"last_confirmed_at":"2026-11-14T12:31:06.500292+00:00","about_ref":"unbound","source_surface_ref":"https://api.usaspending.gov"},{"label":"Federal award ASST_NON_2144050_049","value":{"url":"https://www.usaspending.gov/award/ASST_NON_2144050_049","@type":"FederalAward","group":"grants","awardID":"2144050","endDate":"2027-09-30","awardType":"PROJECT GRANT (B)","startDate":"2022-10-01","description":"CAREER: ORDERED ALIGNMENT METHODS FOR COMPLEX, HIGH-DIMENSIONAL DATA -DIGITAL DEVICES ARE COLLECTING TEMPORAL DATA AT AN UNPRECEDENTED RATE, LEADING TO AN EXPLOSION OF TIME SERIES DATASETS RANGING FROM BIOMEDICAL DATA TO SENSOR NETWORKS TO MULTIMEDIA DATA. BUILDING AUTOMATED TOOLS TO SEARCH, CLASSIFY, DETECT, AND DISCOVER PATTERNS IN TIME SERIES DATA REQUIRES ORDERED ALIGNMENT METHODS TO DETERMINE THE SIMILARITY BETWEEN TWO SEQUENCES. HOWEVER, THERE IS A GAP BETWEEN THE USEFULNESS OF THESE METHODS AND THE COMPLEX, HIGH-DIMENSIONAL DATA THAT MAKE UP MUCH OF THE MODERN ANALYTIC LANDSCAPE. THIS PROJECT AIMS TO ADDRESS THREE KEY FACTORS CONTRIBUTING TO THIS GAP, USING MUSIC AND MULTIMEDIA DATA AS A CHALLENGING TESTBED. SPECIFICALLY, THE GOAL OF THIS PROJECT IS TO DESIGN ORDERED ALIGNMENT METHODS THAT ARE SCALABLE ENOUGH TO BE USED IN INTERACTIVE MULTIMEDIA APPLICATIONS, FLEXIBLE ENOUGH TO HANDLE COMPLEX, STRUCTURED MULTIMEDIA DATA, AND INTEGRATED INTO MODERN MACHINE LEARNING MODELS. THE PROJECT WILL BE CARRIED OUT AT A LIBERAL ARTS COLLEGE AND INVOLVE MENTORING 10-15 UNDERGRADUATE RESEARCH STUDENTS, DEVELOPING COURSE-BASED RESEARCH EXPERIENCES, AND ESTABLISHING A RESEARCH PARTNERSHIP BETWEEN HMC AND A LEADING AUDIO AND MULTIMEDIA RESEARCH GROUP IN GERMANY. THE PROJECT WILL ADDRESS THREE FUNDAMENTAL QUESTIONS ABOUT ORDERED ALIGNMENT METHODS LIKE DYNAMIC TIME WARPING (DTW). THE FIRST QUESTION IS, ?HOW CAN WE MAKE ORDERED ALIGNMENT SCALABLE ENOUGH TO BE USED IN INTERACTIVE MULTIMEDIA APPLICATIONS??. THIS WILL BE EXPLORED BY DEVELOPING PARALLELIZABLE APPROXIMATIONS OF DTW THAT FULLY UTILIZE MODERN HARDWARE, AS WELL AS HASHING-BASED APPROXIMATIONS OF DTW FOR VERY LONG SEQUENCES. THE SECOND QUESTION IS, ?HOW CAN WE MAKE ORDERED ALIGNMENT FLEXIBLE ENOUGH TO HANDLE COMPLEX, STRUCTURED MULTIMEDIA DATA??. THIS WILL BE ADDRESSED BY UTILIZING COMPOSITIONS OF MULTIPLE ORDERED ALIGNMENT STAGES AND STATE-BASED TIME WARPING, IN WHICH TIME WARPING CHARACTERISTICS DEPEND ON A LATENT STATE. THE THIRD QUESTION IS, ?HOW CAN WE INTEGRATE ORDERED ALIGNMENT INTO NEURAL NETWORK TRAINING??. THIS WILL BE PURSUED BY ADDRESSING TWO CURRENT OBSTACLES: AVOIDING THE COLD START ALIGNMENT PROBLEM THROUGH LANGUAGE MODEL PRETRAINING OF DISCRETIZED FEATURES, AND HANDLING LONG SEQUENCES BY UTILIZING BOTH MINI-BATCH AND EPOCH-LEVEL DATA PROCESSING. 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CELLS COMMUNICATE BY DIRECTLY TOUCHING OR BY SENDING MATERIALS OUT TO OTHER CELLS. ONE OF THE WAYS THAT CELLS SEND MATERIALS IS VIA EXTRACELLULAR VESICLES. EXTRACELLULAR VESICLES ARE COLLECTIONS OF NUCLEIC ACIDS, PROTEINS, AND LIPIDS THAT ARE HELD TOGETHER BY A PROTECTIVE ENVELOPE. WHEN CELLS RECEIVE THESE EXTRACELLULAR VESICLES AND UNPACK THE VESICLE?S CONTENTS, THEY CHANGE THEIR BEHAVIOR. EVEN THOUGH THIS FORM OF COMMUNICATION IS IMPORTANT, THE NATURE OF VESICLE FORMATION AND SELECTION OF THEIR CONTENTS IS NOT WELL UNDERSTOOD. THE GOAL OF THIS PROJECT IS TO ENHANCE UNDERSTANDING BY DETERMINING THE FACTORS THAT CAUSE CELLS TO PRODUCE VESICLES AND THE FACTORS THAT INFLUENCE WHAT MATERIALS ARE PACKAGED INSIDE OF THEM. UNDERSTANDING EXTRACELLULAR VESICLE FORMATION AND PACKAGING HAS THE POTENTIAL TO RESULT IN NEW MEDICAL INTERVENTIONS. THIS WORK WILL BE UNDERTAKEN WITH SECONDARY STUDENTS AND UNDERGRADUATES. THE RESEARCH EXPERIENCE WILL EQUIP THEM WITH THE TRAINING AND PROFESSIONAL DEVELOPMENT NECESSARY TO CREATE KNOWLEDGE FOR THIS PROJECT. THE OUTCOMES OF STUDENT ENGAGEMENT IN THIS RESEARCH WILL ALSO EXPAND UNDERSTANDING, BY GENERATING OUTCOMES AND NEW RESEARCH QUESTIONS IN VESICLE BIOGENESIS. THE SPECIFIC KNOWLEDGE THAT WILL BE ENHANCED BY THIS PROJECT IS THE ROLE PLAYED BY INTEGRIN-SUBSTRATE INTERACTIONS ON EXTRACELLULAR VESICLE BIOGENESIS, SUBPOPULATION PRODUCTION, AND SELECTIVE CARGO PACKAGING. IN THIS WORK, ENGINEERED HYDROGEL SUBSTRATES WILL BE DEPLOYED TO ENGAGE INTEGRINS EXPRESSED BY ASTROCYTES, WHICH REPRESENT A COMPELLING SYSTEM FOR STUDYING EXTRACELLULAR VESICLE BIOGENESIS. BECAUSE THEIR FUNCTION IS COUPLED TO ENVIRONMENTAL CUES, THE ABILITY OF THESE ASTROCYTES TO RESPOND TO EXTRACELLULAR SIGNALS IS NECESSARY FOR THE FITNESS, SURVIVAL, AND HEALTHY FUNCTION OF THE NERVOUS SYSTEM. THIS PROJECT SEEKS TO DETERMINE HOW CELL ENGAGEMENT WITH INTEGRIN-SPECIFIC PEPTIDES INFLUENCES THE EXTRACELLULAR VESICLE PRODUCTION AND TO PROVIDE AN EXPERIMENTAL PLATFORM THAT CAN BE MODIFIED TO DECIPHER THE SIGNALS AND MECHANISMS THAT PROMOTE EXTRACELLULAR VESICLE PRODUCTION. AN UNDERSTANDING OF THE MECHANISMS UNDERLYING EXTRACELLULAR VESICLE BIOGENESIS WILL AFFORD NEW INSIGHTS INTO THE FUNDAMENTALS OF CELL-CELL COMMUNICATION AND PROVIDE NEW AVENUES FOR CREATING VESICLE-BASED THERAPEUTICS. THIS AWARD REFLECTS NSF'S STATUTORY MISSION AND HAS BEEN DEEMED WORTHY OF SUPPORT THROUGH EVALUATION USING THE FOUNDATION'S INTELLECTUAL MERIT AND BROADER IMPACTS REVIEW CRITERIA.","recipientID":"bb86d47d-0e1a-7d08-2c40-c291ac767ff6-C","recipientName":"HARVEY MUDD COLLEGE","awardingAgency":"National Science Foundation","generatedAwardID":"ASST_NON_2233193_049","queriedLegalName":"Harvey Mudd College","awardingSubAgency":"National Science Foundation","reportedAwardAmountUSD":503000,"assistanceListingNumber":"47.074","reportedTotalOutlaysUSD":327888.43},"basis":"external_source","resolver_version":"federal-awards-v2","evidence_id":"usaspending:dfb951493efeca87a857b1b3","via":["https://api.usaspending.gov/api/v2/search/spending_by_award/","published brand name Harvey Mudd College on https://hmc.edu/","https://www.usaspending.gov/award/ASST_NON_2233193_049","https://ipai.hmc.edu","the award's own recipient address, 301 PLATT BLVD, CLAREMONT, CA 91711, is the record's accepted Place at 301 Platt Blvd, Claremont, CA: the same street, house and town (a brand name is not a legal identity; the Place is the witness)"],"last_confirmed_at":"2026-11-14T12:31:06.500292+00:00","about_ref":"unbound","source_surface_ref":"https://api.usaspending.gov"},{"label":"Federal award ASST_NON_2238365_049","value":{"url":"https://www.usaspending.gov/award/ASST_NON_2238365_049","@type":"FederalAward","group":"grants","awardID":"2238365","endDate":"2028-04-30","awardType":"PROJECT GRANT (B)","startDate":"2023-05-01","description":"CAREER: NEXT-GENERATION RHIZOSPHERE MONITORING - NON-INVASIVE PLANT PHENOTYPING AND HEALTH MONITORING USING THE LIGHT-PIPING PROPERTIES OF PLANT STEMS -AN AWARD IS MADE TO HARVEY MUDD COLLEGE (HMC) FOR THE DEVELOPMENT OF A NEW OPTICAL TECHNOLOGY TO MONITOR THE FUNCTION AND STRUCTURE OF ROOT SYSTEMS BY EXPLOITING THE LIGHT-PIPING PROPERTIES OF PLANT STEMS AND ROOTS. THE PROJECT WILL DEVELOP A NEW INSTRUMENT TO MEASURE QUANTITIES SUCH AS ROOT LENGTH AND GROWTH DYNAMICS. THE EDUCATION PLAN INTEGRATES UNDERGRADUATE AND HIGH SCHOOL STUDENTS INTO THE RESEARCH ACTIVITIES WHERE THEY WILL LEARN A BROAD SET OF SKILLS AT THE INTERFACE OF ENGINEERING, OPTICS, AND PLANT BIOLOGY. THE PROJECT WILL SUPPORT STUDENT CAREER DEVELOPMENT THROUGH INTERNATIONAL CONFERENCE PARTICIPATION AND INDIVIDUAL MENTORSHIP. A 3D-PRINTED, LOW-COST COMPUTATIONAL MICROSCOPY PLATFORM BUILT AROUND A RASPBERRY PI AND A CONNECTED CAMERA WILL BE DEVELOPED AS A PEDAGOGICAL TOOL TO TEACH OPTICS CONCEPTS THROUGH MICROSCOPY. THE PROJECT WILL ALSO SUPPORT THE DEVELOPMENT OF A CURRICULUM OF HANDS-ON EXPERIMENTS TO ACCOMPANY THE HARDWARE PLATFORM AND GUIDE STUDENTS AS THEY EXPLORE LIGHT-MATTER INTERACTIONS AND COMPUTATIONAL MICROSCOPY TECHNIQUES. ANNUAL WORKSHOPS WILL BE OFFERED AT HMC FOR UNDERGRADUATE AND LOCAL HIGH SCHOOL STUDENTS TO ATTRACT STUDENTS TO STEM FIELDS AND OFFER EXPERIENTIAL LEARNING OPPORTUNITIES IN ENGINEERING. THE SCIENTIFIC RESEARCH GOAL OF THE PROJECT IS TO EXPLOIT THE LIGHT-PIPING PROPERTY OF PLANT STEMS AND ROOTS TO DEVELOP THE NEXT GENERATION OF OPTICAL TOOLS TO INVESTIGATE PLANT ROOTS AND THEIR SURROUNDING ENVIRONMENTS. ROOTS AND THEIR LOCAL UNDERGROUND ENVIRONMENT PLAY A CRITICAL ROLE IN PLANT HEALTH AND GROWTH. IN ADDITION TO PHYSICALLY ANCHORING AND STABILIZING THE PLANT, THE ROOTS PROVIDE A PATHWAY TO ACQUIRE RESOURCES FROM THE SOIL AND ESTABLISH A CHEMICAL AND BIOLOGICAL LINK BETWEEN THE PLANT AND THE BELOW-GROUND ENVIRONMENT. THIS MEANS THAT INFORMATION ABOUT THE ROOT SYSTEM IS CRITICAL FOR PLANT BIOLOGY AND AGRICULTURAL STUDIES BOTH IN THE LABORATORY AND THE FIELD, PROVIDING QUANTITATIVE METRICS FOR MONITORING AND IMPROVING PLANT GROWTH, PRODUCTIVITY, AND SUSTAINABILITY. UNFORTUNATELY, SOIL IS NOT TRANSPARENT AT OPTICAL WAVELENGTHS AND STYMIES DIRECT IMAGING OF THE ROOT SYSTEMS. CURRENT STRATEGIES TO OVERCOME THIS CHALLENGE INCLUDE USING A TRANSPARENT GROWTH MEDIUM, GLASS-WALLED IMAGING SYSTEMS CALLED RHIZOTRONS, OR ALTERNATIVE IMAGING METHODOLOGIES SUCH AS X-RAY COMPUTED TOMOGRAPHY, MAGNETIC RESONANCE IMAGING, OR POSITRON EMISSION TOMOGRAPHY. HOWEVER, THESE SOLUTIONS ARE EXPENSIVE AND OFFER THE ABILITY TO PROBE ONLY A SMALL FRACTION OF THE OVERALL ROOT SYSTEM. THE GOAL OF THIS PROJECT IS TO DEVELOP A MINIMALLY-INVASIVE INSTRUMENT THAT WILL INJECT LIGHT INTO THE STEM AND ROOT SYSTEM, CAPTURING AND ANALYZING THE BACKSCATTERED LIGHT TO MAP OUT THE ROOT STRUCTURE. THE PROJECT WILL EXPLORE TWO MAIN INSTRUMENT ARCHITECTURES FOR ACHIEVING THIS GOAL: TIME-OF-FLIGHT DETECTION AND LOW-COHERENCE INTERFEROMETRY. IN THE DEVELOPMENT PROCESS, THE INSTRUMENTS WILL ALSO BE USED TO EXPLORE THE OPTICAL PROPERTIES OF PLANT STEMS AND ROOTS. IN ADDITION TO THE PUBLICATION OF RESULTS FROM THIS PROJECT IN PEER-REVIEWED JOURNALS AND PRESENTATIONS AT SCIENTIFIC CONFERENCES, INSTRUCTIONS ON HOW TO BUILD AND OPERATE THE INSTRUMENTS WILL BE MADE PUBLICLY AVAILABLE. THIS AWARD REFLECTS NSF'S STATUTORY MISSION AND HAS BEEN DEEMED WORTHY OF SUPPORT THROUGH EVALUATION USING THE FOUNDATION'S INTELLECTUAL MERIT AND BROADER IMPACTS REVIEW CRITERIA.","recipientID":"bb86d47d-0e1a-7d08-2c40-c291ac767ff6-C","recipientName":"HARVEY MUDD COLLEGE","awardingAgency":"National Science Foundation","generatedAwardID":"ASST_NON_2238365_049","queriedLegalName":"Harvey Mudd College","awardingSubAgency":"National Science Foundation","reportedAwardAmountUSD":454069,"assistanceListingNumber":"47.074","reportedTotalOutlaysUSD":258363.53},"basis":"external_source","resolver_version":"federal-awards-v2","evidence_id":"usaspending:ade59fbe3460ce409d296bf7","via":["https://api.usaspending.gov/api/v2/search/spending_by_award/","published brand name Harvey Mudd College on https://hmc.edu/","https://www.usaspending.gov/award/ASST_NON_2238365_049","https://ipai.hmc.edu","the award's own recipient address, 301 PLATT BLVD, CLAREMONT, CA 91711, is the record's accepted Place at 301 Platt Blvd, Claremont, CA: the same street, house and town (a brand name is not a legal identity; the Place is the witness)"],"last_confirmed_at":"2026-11-14T12:31:06.500292+00:00","about_ref":"unbound","source_surface_ref":"https://api.usaspending.gov"},{"label":"Federal award ASST_NON_2240761_049","value":{"url":"https://www.usaspending.gov/award/ASST_NON_2240761_049","@type":"FederalAward","group":"grants","awardID":"2240761","endDate":"2023-08-31","awardType":"PROJECT GRANT (B)","startDate":"2022-09-15","description":"2023 GERMINATION INVESTIGATOR WORKSHOP -THE EFMA GERMINATION PROGRAM SEEKS TO PROMOTE THE DEVELOPMENT AND IMPLEMENTATION OF NOVEL APPROACHES, PLATFORMS, AND ENVIRONMENTS FOR TRAINING ACADEMIC RESEARCHERS TO FORMULATE SOCIETALLY IMPACTFUL RESEARCH QUESTIONS. THIS AWARD WILL PROVIDE SUPPORT FOR A TWO-DAY WORKSHOP TO BE HELD AT HARVEY MUDD COLLEGE IN EARLY 2023, WHICH WILL CONVENE TEAMS FUNDED THROUGH THE GERMINATION PROGRAM. THIS EVENT WILL BUILD ON PAST MEETINGS BY INCLUDING RESEARCHERS FROM BOTH CURRENT AND COMPLETED GERMINATION PROJECTS. THE 2023 WORKSHOP, WHICH IS INTENDED AS AN IN-PERSON MEETING, WILL BE PRECEDED BY A SHORTER VIRTUAL MEETING IN 2022 TO INITIATE CONNECTION BUILDING ACROSS THE GERMINATION TEAMS. THESE MEETINGS CONTINUE THE GOAL OF GERMINATION INVESTIGATOR WORKSHOPS TO PROPEL INFORMATION EXCHANGE AND FURTHER COMMUNITY BUILDING, AND IN PARTICULAR WILL EXPLORE WAYS TO ESTABLISH AND SUPPORT RELATIONSHIPS BEYOND THE LIFETIME OF INDIVIDUAL AWARDS. BROADER IMPACTS ARE INHERENT IN THE GOALS OF THE GERMINATION PROGRAM ? THE DEVELOPMENT OF PEDAGOGICAL FRAMEWORKS, PLATFORMS AND/OR ENVIRONMENTS THAT STIMULATE FORMULATION OF TRANSFORMATIVE RESEARCH QUESTIONS THAT ADDRESS IMPORTANT SOCIETAL NEEDS. THE 2023 WORKSHOP WILL BRING TOGETHER GERMINATION AWARDEES AND OTHER STAKEHOLDERS TO REPORT AND REFLECT ON HOW THEIR PROJECTS HAVE FACILITATED THE FORMULATION OF TRANSFORMATIVE RESEARCH QUESTIONS. THE PLANNED WORKSHOP WILL PROVIDE A UNIQUE OPPORTUNITY TO PROTOTYPE A CULTURE OF RELATIONAL COLLABORATION WITHIN THE FRAMEWORK OF THE ANNUAL WORKSHOPS. NON-TRADITIONAL MODES OF PRESENTATION OF RESEARCH GOALS, PLANS, AND FINDINGS WILL BE EXPLORED, WITH THE GOAL OF USING FUN LEARNING EXPERIENCES AS A MECHANISM TO GENERATE POTENTIALLY LONG-TERM INTERACTIONS AMONG THE PARTICIPANTS FROM DIFFERENT PROJECTS. THE WORKSHOP-ORGANIZING PIS HAVE DEVELOPED A SET OF WORKSHOP PRINCIPLES TO GUIDE THE ACTIVITIES, INCLUDING AN EMPHASIS ON INTERACTION, RECOGNITION OF INTERESTING AND CREATIVE APPROACHES, AND IDENTIFICATION OF COLLABORATIVE CONNECTIONS. ANTICIPATED ACTIVITIES WILL INCLUDE EXPLORATION OF ATTRIBUTES OF RELATIONAL INTERDISCIPLINARY COLLABORATION, INCLUDING COLLABORATIVE FOUNDATIONS, POWER RELATIONSHIPS, MEANS OF EXPRESSION AND APPROACHES TO RISK. ULTIMATELY, THE WORKSHOP SHOULD PROVIDE A PROTOTYPE FOR A RESEARCH CULTURE THAT SCAFFOLDS CREATIVE COLLABORATION AND RISK TAKING. THIS AWARD REFLECTS NSF'S STATUTORY MISSION AND HAS BEEN DEEMED WORTHY OF SUPPORT THROUGH EVALUATION USING THE FOUNDATION'S INTELLECTUAL MERIT AND BROADER IMPACTS REVIEW CRITERIA.","recipientID":"bb86d47d-0e1a-7d08-2c40-c291ac767ff6-C","recipientName":"HARVEY MUDD COLLEGE","awardingAgency":"National Science Foundation","generatedAwardID":"ASST_NON_2240761_049","queriedLegalName":"Harvey Mudd College","awardingSubAgency":"National Science Foundation","reportedAwardAmountUSD":99974,"assistanceListingNumber":"47.041","reportedTotalOutlaysUSD":62802.21},"basis":"external_source","resolver_version":"federal-awards-v2","evidence_id":"usaspending:64d38d8d6c0dda5cee380645","via":["https://api.usaspending.gov/api/v2/search/spending_by_award/","published brand name Harvey Mudd College on https://hmc.edu/","https://www.usaspending.gov/award/ASST_NON_2240761_049","https://ipai.hmc.edu","the award's own recipient address, 301 PLATT BLVD, CLAREMONT, CA 91711, is the record's accepted Place at 301 Platt Blvd, Claremont, CA: the same street, house and town (a brand name is not a legal identity; the Place is the witness)"],"last_confirmed_at":"2026-11-14T12:31:06.500292+00:00","about_ref":"unbound","source_surface_ref":"https://api.usaspending.gov"},{"label":"Federal award ASST_NON_2243941_049","value":{"url":"https://www.usaspending.gov/award/ASST_NON_2243941_049","@type":"FederalAward","group":"grants","awardID":"2243941","endDate":"2026-04-30","awardType":"PROJECT GRANT (B)","startDate":"2023-05-01","description":"REU SITE: EXPLORING THE LIMITS OF INTELLIGENT SYSTEMS -REU SITE: EXPLORING THE LIMITS OF INTELLIGENT SYSTEMS (#2243941) AS MACHINE LEARNING AND AI SYSTEMS BECOME EVER MORE COMMON, ENCROACHING ON EVERY ASPECT OF SOCIETY, THE NEED FOR UNDERSTANDING THE SYSTEMS AND THEIR FUNDAMENTAL LIMITATIONS BECOMES EVEN MORE PRESSING. THIS PROJECT PROMOTES THE PROGRESS OF SCIENCE AND SUPPORTS EDUCATION AND DIVERSITY BY TRAINING UNDERGRADUATE STUDENTS TO RESEARCH QUESTIONS ON THE LIMITS OF INTELLIGENT SYSTEMS. IT BUILDS A COHORT OF UNDERGRADUATE STUDENTS WHO CAN DEVELOP RESEARCH ABILITY, PRESENTATION SKILLS, AND FURTHER INTEREST IN RESEARCH-RELATED COMPUTING CAREERS. THE PROJECT FOCUSES ON UNDERSTANDING THE BOUNDARIES IN WHAT INTELLIGENT SYSTEMS CAN ACHIEVE BOTH THEORETICALLY AND IN COMPLEX REAL-WORLD SCENARIOS WITH NON-EXPERT USERS. BY EDUCATING UNDERGRADUATE STUDENTS TO PROBE AND UNDERSTAND THE LIMITS OF THESE SYSTEMS, THE PROJECT HELPS BUILD AN EMPOWERED CITIZENRY CAPABLE OF GRAPPLING WITH THE COMPLEX ETHICAL AND SOCIAL ISSUES THESE SYSTEMS PRESENT. THROUGH THIS AWARD, STUDENTS WILL WORK ON CUTTING-EDGE SUBPROJECTS IN COMPUTER VISION, PROGRAMMING LANGUAGE ANALYSIS AND SYNTHESIS, HUMAN-ROBOT INTERACTION, AND INFORMATION-THEORETIC UNDERSTANDING OF MACHINE LEARNING SYSTEMS. THESE RESEARCH TOPICS GIVE STUDENTS VALUABLE ACADEMIC AND INDUSTRY SKILLS THAT EXTEND BEYOND CURRENT AI MODELS AND FRAMEWORKS TOWARDS THE BROADER REACHES OF WHAT COMPUTING MAY ACHIEVE IN THE FUTURE. THE TOPICS FOR THIS PROJECT ARE DESIGNED TO BE MODULAR AND HIERARCHICAL TO ENABLE SUCCESSFUL UNDERGRADUATE RESEARCH MILESTONES. STUDENTS WILL BE HOUSED AT HARVEY MUDD COLLEGE, AN UNDERGRADUATE-ONLY INSTITUTION, AND EXPERIENCE THE MOST COMPELLING ASPECTS OF A GRADUATE SCHOOL ENVIRONMENT DURING A TEN-WEEK SUMMER PROGRAM. STUDENTS WILL ACTIVELY ENGAGE WITH THE ENTIRE RESEARCH PROCESS, FROM LITERATURE SEARCH, TO ARTICULATING PROBLEMS OF INTEREST, TO INVESTIGATIONS OF SPECIFIC PIECES OF THESE PROBLEMS, AND FOCUSING RESULTS FOR PRESENTATION AND PUBLICATION. THIS AWARD REFLECTS NSF'S STATUTORY MISSION AND HAS BEEN DEEMED WORTHY OF SUPPORT THROUGH EVALUATION USING THE FOUNDATION'S INTELLECTUAL MERIT AND BROADER IMPACTS REVIEW CRITERIA.","recipientID":"bb86d47d-0e1a-7d08-2c40-c291ac767ff6-C","recipientName":"HARVEY MUDD COLLEGE","awardingAgency":"National Science Foundation","generatedAwardID":"ASST_NON_2243941_049","queriedLegalName":"Harvey Mudd College","awardingSubAgency":"National Science Foundation","reportedAwardAmountUSD":400097,"assistanceListingNumber":"47.070","reportedTotalOutlaysUSD":385880.45},"basis":"external_source","resolver_version":"federal-awards-v2","evidence_id":"usaspending:e3e74b3b1e633702a3824064","via":["https://api.usaspending.gov/api/v2/search/spending_by_award/","published brand name Harvey Mudd College on https://hmc.edu/","https://www.usaspending.gov/award/ASST_NON_2243941_049","https://ipai.hmc.edu","the award's own recipient address, 301 PLATT BLVD, CLAREMONT, CA 91711, is the record's accepted Place at 301 Platt Blvd, Claremont, CA: the same street, house and town (a brand name is not a legal identity; the Place is the witness)"],"last_confirmed_at":"2026-11-14T12:31:06.500292+00:00","about_ref":"unbound","source_surface_ref":"https://api.usaspending.gov"},{"label":"Federal award ASST_NON_2302023_049","value":{"url":"https://www.usaspending.gov/award/ASST_NON_2302023_049","@type":"FederalAward","group":"grants","awardID":"2302023","endDate":"2025-05-31","awardType":"PROJECT GRANT (B)","startDate":"2023-06-01","description":"ERI: RUI: WAVEFRONT SHAPING THROUGH FLEXIBLE MULTICORE FIBER BUNDLES FOR COHERENT LIGHT FOCUSING AND IMAGING IN NEUROPHOTONICS -THE GOAL OF THIS ENGINEERING RESEARCH INITIATION(ERI) PROJECT IS TO DEVELOP AN IMPROVED METHOD OF DELIVERING LIGHT TO THE BRAIN FOR IMAGING AND STIMULATING BRAIN ACTIVITY. LIGHT IS A POWERFUL TOOL FOR PROBING THE BRAIN AND CAN BE USED TO MONITOR THE FIRING OF NEURONS OR DIRECTLY ACTIVATE NEURONS USING OPTOGENETICS. OPTICAL WAVEFRONT SHAPING TECHNIQUES CAN ENABLE DEEPER LIGHT PENETRATION IN THE BRAIN. HOWEVER, THESE TECHNIQUES ARE STYMIED BECAUSE IT IS CHALLENGING TO DELIVER THE SHAPED LIGHT TO THE BRAIN. THIS PROJECT ADDRESSES THIS CHALLENGE BY DEVELOPING A NEW SYSTEM WHICH LEVERAGES FIBER BUNDLES AND OPTICAL WAVEFRONT SHAPING TO RELIABLY DELIVER SHAPED LIGHT TO THE BRAIN, EVEN WHEN THE FIBER BUNDLE IS MOVING. THE OUTCOMES OF THE RESEARCH WILL PROVIDE NEW TOOLS FOR NEUROSCIENTISTS TO DELIVER SHAPED LIGHT TO THE BRAIN, ENABLING BETTER EXPERIMENTS IN THE RESEARCH LABORATORY AND PAVING THE WAY FOR FUTURE CLINICAL APPLICATIONS. THE BROADER IMPACTS OF THE PROJECT INCLUDE RESEARCH OPPORTUNITIES FOR UNDERGRADUATE STUDENTS AT HARVEY MUDD, PROVIDING TIGHTLY INTEGRATED EDUCATIONAL OPPORTUNITIES IN SCIENTIFIC RESEARCH METHODS, OPTICAL SYSTEM DESIGN, AND NEUROPHOTONICS. IN ADDITION, THE PI WILL DEVELOP NEW EDUCATIONAL RESOURCES TO BROADEN ACCESS TO OPTICS THROUGH WAVEFRONT SHAPING SIMULATIONS IN PYTHON-BASED JUPYTER NOTEBOOKS AND LOW-COST LAB EXPERIMENTS EXPLORING OPTICAL FIBERS AND LIGHT MATTER INTERACTIONS IN SCATTERING MEDIA. MULTICORE FIBERS OFFER AN ATTRACTIVE WAY TO DELIVER LIGHT TO REGIONS OF INTEREST IN THE BRAIN BUT ARE CHALLENGING TO USE IN PRACTICAL APPLICATIONS DUE TO CORE-DEPENDENT PHASE DELAYS WHICH ARE IMPACTED BY A VARIETY OF PHYSICAL AND ENVIRONMENTAL FACTORS SUCH AS MOVEMENT AND TEMPERATURE FLUCTUATIONS. THE PROJECT WILL ADDRESS THIS CHALLENGE BY DEVELOPING METHODS TO CORRECT THE PHASE DISTORTION OF THE MULTICORE FIBER WITHOUT REQUIRING ACCESS TO THE DISTAL END, ENABLING SHAPED WAVEFRONTS TO BE FLEXIBLY DELIVERED INTO DEEP TISSUE EVEN WHEN THE CORE-TO-CORE PHASE DELAYS ARE DYNAMICALLY CHANGING. THE RESEARCH PLAN IS DIVIDED INTO TWO MAJOR TASKS: (1) DEVELOPING A LOW-COHERENCE INTERFEROMETRY SYSTEM TO MEASURE THE PHASE DISTORTION OF THE MULTICORE FIBER AND CHARACTERIZING KEY PERFORMANCE METRICS SUCH AS TEMPORAL RESPONSE AND PHASE SENSITIVITY AND (2) USING THE LOW-COHERENCE INTERFEROMETRY SYSTEM WITH WAVEFRONT SHAPING TO CORRECT FOR THE PHASE DELAY IN THE MULTICORE FIBER AND CREATE DESIRED WAVEFRONTS BEYOND THE DISTAL TIP OF THE FIBER. THIS AWARD REFLECTS NSF'S STATUTORY MISSION AND HAS BEEN DEEMED WORTHY OF SUPPORT THROUGH EVALUATION USING THE FOUNDATION'S INTELLECTUAL MERIT AND BROADER IMPACTS REVIEW CRITERIA.","recipientID":"bb86d47d-0e1a-7d08-2c40-c291ac767ff6-C","recipientName":"HARVEY MUDD COLLEGE","awardingAgency":"National Science Foundation","generatedAwardID":"ASST_NON_2302023_049","queriedLegalName":"Harvey Mudd College","awardingSubAgency":"National Science Foundation","reportedAwardAmountUSD":173904,"assistanceListingNumber":"47.041","reportedTotalOutlaysUSD":138269.01},"basis":"external_source","resolver_version":"federal-awards-v2","evidence_id":"usaspending:1a6298d0d78c2895644274ad","via":["https://api.usaspending.gov/api/v2/search/spending_by_award/","published brand name Harvey Mudd College on https://hmc.edu/","https://www.usaspending.gov/award/ASST_NON_2302023_049","https://ipai.hmc.edu","the award's own recipient address, 301 PLATT BLVD, CLAREMONT, CA 91711, is the record's accepted Place at 301 Platt Blvd, Claremont, CA: the same street, house and town (a brand name is not a legal identity; the Place is the witness)"],"last_confirmed_at":"2026-11-14T12:31:06.500292+00:00","about_ref":"unbound","source_surface_ref":"https://api.usaspending.gov"},{"label":"Federal award ASST_NON_2337277_049","value":{"url":"https://www.usaspending.gov/award/ASST_NON_2337277_049","@type":"FederalAward","group":"grants","awardID":"2337277","endDate":"2024-09-30","awardType":"PROJECT GRANT (B)","startDate":"2023-07-01","description":"FW-HTF-RM: COLLABORATIVE RESEARCH: ASSISTIVE INTELLIGENCE FOR COOPERATIVE ROBOT AND INSPECTOR SURVEY OF INFRASTRUCTURE SYSTEMS (AI-CRISIS) -THE U.S. CIVIL INFRASTRUCTURE FACES THE PROSPECT OF RAPID FUTURE DETERIORATION. FOR EXAMPLE, 39% OF THE OVER 600,000 HIGHWAY BRIDGES IN THE U.S. HAVE EXCEEDED THEIR DESIGN LIFE OF 50 YEARS. TO ENSURE THE SAFETY AND WELFARE OF CITIZENS, STATE DEPARTMENTS OF TRANSPORTATION ARE REQUIRED TO INSPECT BRIDGES EVERY TWO YEARS. TO MAKE INSPECTION AND REPORTING OBJECTIVE AND CONSISTENT, ROBOTS SUCH AS UNMANNED AERIAL VEHICLES HAVE RECENTLY BEEN INTRODUCED TO PERFORM AUTONOMOUS SURVEYS OF BRIDGES. THESE ROBOTS, EQUIPPED WITH CAMERAS, WILL RAPIDLY PROVIDE A LARGE SET OF SURVEY DATA THAT CAN BE USED TO AID INSPECTORS IN ASSESSING THE CONDITION OF BRIDGES. TO TRANSFORM THESE MULTIDISCIPLINARY TOPICS INTO A NEW INTEGRATED BRIDGE INSPECTION CAPABILITY, THIS MULTI-UNIVERSITY TEAM WILL DEVELOP AND IMPLEMENT A COOPERATIVE ROBOT-INSPECTOR SYSTEM WITH ASSISTIVE INTELLIGENCE (AI) IN ORDER TO MAKE THE FUTURE BRIDGE INSPECTION SIGNIFICANTLY FASTER, CHEAPER, SAFER, AND MORE CONSISTENT. A ROBOTIC PLATFORM EQUIPPED WITH INFRARED CAMERAS AND A CENTRAL PROCESSING UNIT WITH INTELLIGENT ALGORITHMS WILL OPERATE IN BOTH FLYING AND CRAWLING MODES, TRAVEL IN PROXIMITY TO VARIOUS PARTS/ELEMENTS OF A BRIDGE, AND COLLECT HIGH-FIDELITY IMAGES OF THE ENTIRE BRIDGE. INSPECTORS WILL BE INSTRUMENTED AND MONITORED WITH A SUITE OF WEARABLE SENSORS TO ENABLE OPTIMAL ROBOT-INSPECTOR COOPERATION DURING EACH BRIDGE INSPECTION. AI ALGORITHMS WILL BE DEVELOPED IN MODULES TO ANALYZE THE BIG DATA FROM HUMAN SENSORS AND CAMERAS IN SUPPORT OF THE PRE-INSPECTION WORKFORCE TRAINING, DURING-INSPECTION ELEMENT DEFECT DETECTION, AND POST-INSPECTION CONDITION EVALUATION OF BRIDGES. THE ROBOT-INSPECTOR-AI SYSTEM WILL BE INTEGRATED AND VALIDATED AT SIX BRIDGE SITES IN COLLABORATION WITH STAKEHOLDERS. THIS MULTIDISCIPLINARY PROJECT AIMS TO EXPLORE AND DEVELOP THE SCIENTIFIC KNOWLEDGE AND UNDERLING METHODS OF AI FOR A COOPERATIVE INSPECTOR-ROBOT SURVEY OF BRIDGES. THE SCOPE OF WORK INCLUDES: (1) TO DEVELOP AN OPTIMAL SCREENING-TO-PROBING INSPECTION STRATEGY USING FAST AND ACCURATE DETECTION OF BOTH SURFACE AND INTERNAL DEFECTS IN REINFORCED CONCRETE SLABS (REPRESENTATIVE BRIDGE ELEMENTS) FROM ACTIVE THERMAL AND VISIBLE LIGHT IMAGING; (2) TO CREATE A CAUSAL MODEL OF INSPECTORS? TASK PERFORMANCE TO SUPPORT AN OPTIMAL JOB DESIGN, EFFECTIVE TRAINING, AND ONSITE OPERATION; (3) TO DEVELOP ADAPTIVE AI ALGORITHMS WITH HUMAN INSPECTORS IN THE LOOP FOR A RAPID ADAPTATION TO FUTURE WORK CONTEXTS, AND EFFICIENT AND RELIABLE DATA ANALYSES; AND (4) TO ENABLE A SPATIAL CORRELATION AMONG THE ELEMENTS OF AN ENTIRE BRIDGE WITH A MAXIMUM USE OF DOMAIN EXPERTISE, AND THUS IMPROVE THE EFFECTIVENESS AND APPLICABILITY OF ADAPTIVE AI. THE METHODS AND TECHNOLOGIES DEVELOPED IN THIS STUDY WILL BE TRANSFERRED INTO THE HANDS OF STAKEHOLDERS, RESEARCHERS, POLICY MAKERS, AND END USERS (BRIDGE INSPECTORS) THROUGH PUBLICATIONS, PRESENTATIONS, FIELD DEMONSTRATIONS, AND TRAINING. IN PARTICULAR, THE WORLD?S FIRST BRIDGE BENCHMARK DATASET OF VIDEOS, LABELED OBJECTS, AND METADATA ESTABLISHED FROM REAL-WORLD BRIDGES, UPON APPROVAL BY STAKEHOLDERS, WILL BE SHARED WITH THE INTERNATIONAL COMMUNITY VIA AN AI-ENABLED BRIDGE INSPECTION COMPETITION. THIS AWARD REFLECTS NSF'S STATUTORY MISSION AND HAS BEEN DEEMED WORTHY OF SUPPORT THROUGH EVALUATION USING THE FOUNDATION'S INTELLECTUAL MERIT AND BROADER IMPACTS REVIEW CRITERIA.","recipientID":"bb86d47d-0e1a-7d08-2c40-c291ac767ff6-C","recipientName":"HARVEY MUDD COLLEGE","awardingAgency":"National Science Foundation","generatedAwardID":"ASST_NON_2337277_049","queriedLegalName":"Harvey Mudd College","awardingSubAgency":"National Science Foundation","reportedAwardAmountUSD":222600,"assistanceListingNumber":"47.041","reportedTotalOutlaysUSD":222600.01},"basis":"external_source","resolver_version":"federal-awards-v2","evidence_id":"usaspending:5b21a1ba49aba8e5a9d3fb0a","via":["https://api.usaspending.gov/api/v2/search/spending_by_award/","published brand name Harvey Mudd College on https://hmc.edu/","https://www.usaspending.gov/award/ASST_NON_2337277_049","https://ipai.hmc.edu","the award's own recipient address, 301 PLATT BLVD, CLAREMONT, CA 91711, is the record's accepted Place at 301 Platt Blvd, Claremont, CA: the same street, house and town (a brand name is not a legal identity; the Place is the witness)"],"last_confirmed_at":"2026-11-14T12:31:06.500292+00:00","about_ref":"unbound","source_surface_ref":"https://api.usaspending.gov"},{"label":"Federal award ASST_NON_2337602_049","value":{"url":"https://www.usaspending.gov/award/ASST_NON_2337602_049","@type":"FederalAward","group":"grants","awardID":"2337602","endDate":"2028-12-31","awardType":"PROJECT GRANT (B)","startDate":"2024-01-01","description":"CAREER: DEVELOP A HYBRID ADAPTIVE PARTICLE-FIELD SIMULATION METHOD FOR SOLUTIONS OF MACROMOLECULES AND A NEW COMPUTATIONAL CHEMISTRY COURSE FOR LOWER-DIVISION UNDERGRADUATES -WITH SUPPORT FROM THE CHEMICAL THEORY, MODELS AND COMPUTATIONAL METHODS (CTMC) PROGRAM IN THE DIVISION OF CHEMISTRY, DR. BILIN ZHUANG OF HARVEY MUDD COLLEGE IS DEVELOPING A HYBRID SIMULATION METHOD TO SIMULATE LARGE MOLECULES IN SOLUTION. ALL-ATOM SIMULATIONS HAVE BECOME AN INDISPENSABLE TOOL FOR STUDYING INTERACTIONS BETWEEN MOLECULES, BUT THEY ARE VERY COSTLY FOR SYSTEMS OF LARGE MOLECULES IN SOLUTION, SUCH AS POLYMERS AND PROTEIN ASSEMBLIES. TO ENABLE THESE SIMULATIONS, DR. ZHUANG AND HER RESEARCH GROUP WILL WORK TO DEVELOP A SIMULATION METHOD THAT CAN GREATLY REDUCE THE NUMBER OF SOLVENT MOLECULES DESCRIBED WITH MOLECULAR DETAIL WHILE CAPTURING THE CORRECT SOLUTE-SOLVENT INTERACTIONS AND DYNAMICS. THIS METHOD IS EXPECTED TO PROVIDE A CONVENIENT AND ACCELERATED TOOL FOR SIMULATING LARGE MOLECULES IN SOLUTION RANGING FROM SIMPLE IONS TO PROTEINS. ACHIEVING THESE GOALS WILL ALSO INVOLVE TRAINING UNDERGRADUATES AND HIGH SCHOOL STUDENTS IN COMPUTATIONAL RESEARCH AND DEVELOPING A NEW COMPUTATIONAL CHEMISTRY COURSE FOR FIRST-YEAR UNDERGRADUATE STUDENTS. THE NEW COURSE WILL 1) INTRODUCE THE BROAD USAGE OF COMPUTATION IN CHEMISTRY FROM MOLECULAR MODELING TO DATA SCIENCES, 2) ENGAGE STUDENTS IN ACTIVE DISCOVERY THROUGH COLLABORATIVE RESEARCH-ORIENTED PROJECTS, AND 3) CREATE INTRODUCTORY-LEVEL TEACHING RESOURCES THAT USE COMPUTATION TO FACILITATE STUDENT LEARNING. THIS IS SEEN AS FILLING A NEED AS SUCH COURSES ARE STILL SCARCE IN THE CHEMISTRY TEACHING COMMUNITY. THE NEW HYBRID ADAPTIVE PARTICLE-FIELD SIMULATION METHOD BEING DEVELOPED IN THIS RESEARCH IS EXPECTED TO MAKE A MEANINGFUL CONTRIBUTION TO THE TOOLBOX OF AVAILABLE COMPUTATIONAL CHEMISTRY TOOLS FOR CHEMISTS IN ALL SUBDISCIPLINES. THE SIMULATION METHOD WILL EXPLOIT THE EQUIVALENCE BETWEEN PARTICLE-BASED AND FIELD-BASED REPRESENTATIONS IN STATISTICAL MECHANICS, ALLOWING ONE TO TREAT MOLECULES IN SELECTED REGIONS OF SPACE WITH MORE MOLECULAR DETAIL (PARTICLE-LIKE) AND IN OTHER REGIONS WITH FEWER MOLECULAR DETAILS (FIELD-LIKE). THE PARTICLE-LIKE AND FIELD-LIKE REGIONS MAY ADAPT TO THE CONFORMATION OF THE LARGE MOLECULE ON THE FLY, WITH NO ABRUPT BOUNDARY BETWEEN THE REGIONS. THE PI HAS DERIVED THE PARTITION FUNCTION FOR THE PROPOSED METHOD AND WILL ACHIEVE THE RESEARCH OBJECTIVES BY IMPLEMENTING AND VALIDATING THE SIMULATION SCHEME AND APPLYING THE METHOD TO INVESTIGATE POLYELECTROLYTE BRUSHES AND PEPTIDE HYDROGELS. THIS AWARD REFLECTS NSF'S STATUTORY MISSION AND HAS BEEN DEEMED WORTHY OF SUPPORT THROUGH EVALUATION USING THE FOUNDATION'S INTELLECTUAL MERIT AND BROADER IMPACTS REVIEW CRITERIA.- SUBAWARDS ARE NOT PLANNED FOR THIS AWARD.","recipientID":"bb86d47d-0e1a-7d08-2c40-c291ac767ff6-C","recipientName":"HARVEY MUDD COLLEGE","awardingAgency":"National Science Foundation","generatedAwardID":"ASST_NON_2337602_049","queriedLegalName":"Harvey Mudd College","awardingSubAgency":"National Science Foundation","reportedAwardAmountUSD":618912,"assistanceListingNumber":"47.049","reportedTotalOutlaysUSD":221173.18},"basis":"external_source","resolver_version":"federal-awards-v2","evidence_id":"usaspending:815ca48f117c5ca8cc399f8b","via":["https://api.usaspending.gov/api/v2/search/spending_by_award/","published brand name Harvey Mudd College on https://hmc.edu/","https://www.usaspending.gov/award/ASST_NON_2337602_049","https://ipai.hmc.edu","the award's own recipient address, 301 PLATT BLVD, CLAREMONT, CA 91711, is the record's accepted Place at 301 Platt Blvd, Claremont, CA: the same street, house and town (a brand name is not a legal identity; the Place is the witness)"],"last_confirmed_at":"2026-11-14T12:31:06.500292+00:00","about_ref":"unbound","source_surface_ref":"https://api.usaspending.gov"},{"label":"Federal award ASST_NON_2347477_049","value":{"url":"https://www.usaspending.gov/award/ASST_NON_2347477_049","@type":"FederalAward","group":"grants","awardID":"2347477","endDate":"2026-03-31","awardType":"PROJECT GRANT (B)","startDate":"2024-04-01","description":"ERI: FREE SURFACE AND FLEXIBILITY EFFECTS IN PARTIALLY-SUBMERGED BIOINSPIRED PROPULSION -ORGANISMS OFTEN HAVE SPECIALIZED STRATEGIES FOR MOVEMENT AT THE WATER?S SURFACE. THEIR LOCOMOTION ADDRESSES UNIQUE CONSTRAINTS INCLUDING SURFACE WAVES, SPLASHING, AND REDUCED FORCE PRODUCTION IN AIR, WHICH IS A THOUSAND-FOLD LOWER DENSITY THAN WATER. THESE BEHAVIORS PRESENT UNIQUE DESIGN OPPORTUNITIES FOR UNDERWATER VEHICLES, WITH APPLICATIONS INCLUDING WATER-TO-AIR TAKE-OFF, MANEUVERING, AND NEAR-SURFACE STATION-HOLDING. DESPITE THE PREVALENCE OF THESE BIOLOGICAL EXAMPLES, NEW INFORMATION IS NEEDED ABOUT HOW BIOINSPIRED FLAPPING PROPULSION PERFORMS WHILE PARTIALLY SUBMERGED. THIS WORK FOCUSES ON UNDERSTANDING THE INFLUENCE OF THE WATER?S SURFACE ON PARTIALLY SUBMERGED PROPULSIVE PERFORMANCE. BEYOND UNDERWATER VEHICLES, THIS WORK ALSO HELPS EXPLAIN THE BIOMECHANICS OF NEAR-SURFACE LOCOMOTION AND AQUATIC JUMPING. THIS PROJECT WILL TRAIN AN INTERDISCIPLINARY TEAM OF UNDERGRADUATE STUDENTS IN HANDS-ON RESEARCH PROBLEM SOLVING. THE PROJECT WILL ALSO SUPPORT A BIOINSPIRED DESIGN WORKSHOP FOR UNDERGRADUATE ANTHROPOLOGY AND DESIGN STUDENTS AND AN ENGINEERING WORKSHOP FOR WOMEN HIGH SCHOOL STUDENTS IN SOUTHERN CALIFORNIA. THIS WORK EXPERIMENTALLY INVESTIGATES THE ROLES OF AND INTERACTIONS BETWEEN THE FREE SURFACE AND PROPULSOR FLEXIBILITY DURING PARTIALLY SUBMERGED BIOINSPIRED FLAPPING. SPECIFIC OBJECTIVES ARE TO DETERMINE: (1) HOW PROPULSIVE PERFORMANCE SCALES WITH THE SIZE AND SPEED OF THE SURFACE DISTURBANCE CREATED BY THE FLAPPING MOTION. (2) HOW THE FREE SURFACE DEFORMS DURING PARTIALLY SUBMERGED FLAPPING MOTIONS, INCLUDING THE EFFECTS OF FLEXIBILITY ON THE SURFACE BEHAVIORS OBSERVED. (3) HOW THREE-DIMENSIONALITY, INCLUDING FINITE WIDTHS, SPANWISE BENDING, AND SURFACE DISTURBANCES, AFFECTS PARTIALLY SUBMERGED PROPULSIVE PERFORMANCE. COMBINED, THESE OBJECTIVES PROVIDE NEW UNDERSTANDING ABOUT THE ROLE OF THE FREE SURFACE IN PARTIALLY SUBMERGED PROPULSION. OBJECTIVES WILL BE ADDRESSED BY TESTING FLEXIBLE PLATES THAT ARE SIMULTANEOUSLY FLAPPING AND TRAVELING VERTICALLY OUT OF THE WATER. KEY VARIABLES INCLUDE FLAPPING FREQUENCY AND AMPLITUDE, VERTICAL VELOCITY, PLATE STIFFNESS, AND ASPECT RATIO. MULTI-AXIS FORCE AND TORQUE MEASUREMENTS WILL FACILITATE COMPARISONS OF THRUST AND EFFICIENCY. PERFORMANCE TRENDS WILL BE SCALED BASED ON THE SIZE AND SPEED OF THE SURFACE DISTURBANCE, IN ADDITION TO PARAMETERIZATIONS BASED ON THE FLAPPING KINEMATICS. TO EXPLAIN PERFORMANCE TRENDS, HIGH-SPEED IMAGING WILL VISUALIZE THE FREE SURFACE DYNAMICS (INCLUDING AIR CAVITY AND WAVE FORMATION, SPLASHING, AND THE EXTENTS OF THE DISTURBANCE) AND PARTICLE IMAGE VELOCIMETRY WILL BE USED TO COMPARE WAKES. FOR CASES WHERE PERFORMANCE DIFFERS BETWEEN ASPECT RATIOS, 3D IMAGING OF THE PROPULSOR SHAPE WILL BE LEVERAGED TO EXPLAIN THESE OBSERVATIONS. ADDITIONALLY, THE PROJECT WILL CONTRIBUTE TO OPEN-ACCESS TOOLS FOR VOLUMETRIC FLOW IMAGING, WITH MATERIALS PUBLICLY DISSEMINATED THROUGH AN OPEN-SOURCE PROJECT. THIS AWARD REFLECTS NSF'S STATUTORY MISSION AND HAS BEEN DEEMED WORTHY OF SUPPORT THROUGH EVALUATION USING THE FOUNDATION'S INTELLECTUAL MERIT AND BROADER IMPACTS REVIEW CRITERIA.- SUBAWARDS ARE NOT PLANNED FOR THIS AWARD.","recipientID":"bb86d47d-0e1a-7d08-2c40-c291ac767ff6-C","recipientName":"HARVEY MUDD COLLEGE","awardingAgency":"National Science Foundation","generatedAwardID":"ASST_NON_2347477_049","queriedLegalName":"Harvey Mudd College","awardingSubAgency":"National Science Foundation","reportedAwardAmountUSD":197407,"assistanceListingNumber":"47.041","reportedTotalOutlaysUSD":143063.24},"basis":"external_source","resolver_version":"federal-awards-v2","evidence_id":"usaspending:dcdef0357905ce8822631d35","via":["https://api.usaspending.gov/api/v2/search/spending_by_award/","published brand name Harvey Mudd College on https://hmc.edu/","https://www.usaspending.gov/award/ASST_NON_2347477_049","https://ipai.hmc.edu","the award's own recipient address, 301 PLATT BLVD, CLAREMONT, CA 91711, is the record's accepted Place at 301 Platt Blvd, Claremont, CA: the same street, house and town (a brand name is not a legal identity; the Place is the witness)"],"last_confirmed_at":"2026-11-14T12:31:06.500292+00:00","about_ref":"unbound","source_surface_ref":"https://api.usaspending.gov"},{"label":"Federal award ASST_NON_2430790_049","value":{"url":"https://www.usaspending.gov/award/ASST_NON_2430790_049","@type":"FederalAward","group":"grants","awardID":"2430790","endDate":"2027-08-31","awardType":"PROJECT GRANT (B)","startDate":"2024-09-01","description":"NLI: DESIGN AND DEVELOPMENT: RUI: PROTOTYPING A SYSTEMS THINKING FRAMEWORK TO FOSTER ENVIRONMENTAL AND SOCIOTECHNICAL THINKING ACROSS AN INTERDISCIPLINARY ENGINEERING CURRICULUM -THE FUTURE ENGINEERING WORKFORCE DEMANDS PROFESSIONALS WHO, IN ADDITION TO THEIR TECHNICAL SKILLS, CAN EVALUATE AND ADDRESS THE ENVIRONMENTAL, SOCIAL, AND ETHICAL FACTORS IMPACTING THEIR ENGINEERING DECISIONS. IN PARALLEL, ENGINEERING FACULTY NEED PATHWAYS TO MEET EMERGING WORKFORCE NEEDS IN BOTH THEIR INDIVIDUAL COURSES AND ACROSS THE ENGINEERING CURRICULUM. THIS WORK WILL ADDRESS THESE NEEDS BY DESIGNING, DEVELOPING, IMPLEMENTING, AND ASSESSING A SYSTEMS THINKING FRAMEWORK THAT UNDERGRADUATE ENGINEERS CAN APPLY TO COURSEWORK, PROJECTS, AND PROFESSIONAL PRACTICE. SYSTEMS THINKING CONSIDERS A CONCEPT NOT AS A DISCRETE IDEA BUT AS HOUSED WITHIN A BROADER SYSTEM, WITH DYNAMIC AND INTERCONNECTED RELATIONSHIPS BETWEEN SYSTEM COMPONENTS. SYSTEMS THINKING IS INHERENTLY A SOCIOTECHNICAL APPROACH TO PROBLEM SOLVING AND CAN PROMOTE EXAMINING ENVIRONMENTAL, SOCIAL, AND ETHICAL RELATIONSHIPS. THE SYSTEMS THINKING FRAMEWORK WILL BE DEPLOYED IN 5-7 ACTIVITIES ACROSS COURSES IN AN INTERDISCIPLINARY ENGINEERING CURRICULUM AND IN AN INDUSTRY-PARTNERED CAPSTONE DESIGN PROJECT. BY CONSISTENTLY PRACTICING EVALUATING THE ENVIRONMENTAL AND SOCIOTECHNICAL ASPECTS OF ENGINEERING DESIGN, STUDENTS WILL BE EQUIPPED TO CONTRIBUTE THIS SKILL UPON ENTERING THE WORKFORCE. TO INCORPORATE THE SYSTEMS THINKING FRAMEWORK, THIS PROJECT WILL DEPLOY AND EVALUATE A PROTOTYPING PROCESS FOR FACULTY ENACTING LARGE-SCALE CURRICULAR CHANGE. THIS PROTOTYPING-BASED CHANGE PROCESS CAN FURTHER BE APPLIED TO ADDITIONAL EMERGING WORKFORCE NEEDS. THIS WORK IS ALIGNED WITH THE NSF-LEMELSON INITIATIVE AND RESEARCH IN THE FORMATION OF ENGINEERS PROGRAM GOALS OF EFFECTIVELY INTEGRATING ENVIRONMENTAL AND SOCIAL SUSTAINABILITY INTO ENGINEERING EDUCATION AND ENHANCING OUR UNDERSTANDING OF CURRICULAR CHANGE. IMPLEMENTATION AND ASSESSMENT USING STUDENT-PRODUCED DELIVERABLES, SURVEYS, AND INTERVIEWS WILL ANSWER RESEARCH QUESTIONS FOCUSED ON (I) HOW STUDENTS USE SYSTEMS THINKING TO EVALUATE ENVIRONMENTAL, SOCIAL, AND ETHICAL IMPLICATIONS, (II) STUDENT GROWTH OVER MULTIPLE SYSTEMS THINKING EXPERIENCES, AND (III) COMPARISONS BETWEEN CASE-STUDY AND OPEN-ENDED CONTEXTS. EXPECTED MEASURABLE OUTCOMES INCLUDE THAT STUDENTS WILL ASSESS THE ENVIRONMENTAL, SOCIAL, AND ETHICAL IMPLICATIONS OF AN ENGINEERING TECHNOLOGY BY DEFINING AND EVALUATING THE SYSTEM, AND THAT STUDENTS WILL USE SYSTEMS THINKING TO MAKE DESIGN DECISIONS THAT CONSIDER ENVIRONMENTAL, SOCIAL, AND ETHICAL FACTORS IN ADDITION TO TECHNICAL OPTIMALITY. IN PARALLEL, THIS WORK WILL EXAMINE HOW A DISTRIBUTED, COORDINATED PROTOTYPING PROCESS CAN ADDRESS FACULTY BARRIERS AND DRIVERS TOWARDS ADDRESSING SUSTAINABILITY AND SOCIAL IMPACTS IN THEIR COURSES. ASSESSMENT OF THE PROTOTYPING PROCESS THROUGH SURVEYS AND INTERVIEWS WILL CONTRIBUTE TO NEW UNDERSTANDING OF FACULTY NEEDS AND EFFECTIVE STRATEGIES FOR LARGE-SCALE CURRICULAR CHANGE. THE EXPECTED MEASURABLE OUTCOME FOR THIS WORK IS THAT FACULTY WILL DEMONSTRATE INCREASED SELF-EFFICACY TOWARD INSTRUCTING ON SUSTAINABILITY AND SOCIOTECHNICAL IMPACTS. TO SUPPORT APPLICABILITY AND PROPAGATION, THE FRAMEWORK AND MODULAR COURSE ACTIVITIES (MODULES) WILL BE CO-CREATED AND IMPLEMENTED WITH FACULTY PARTNERS ACROSS INSTITUTIONS THROUGH PROTOTYPING COMMUNITY OF PRACTICE GROUPS. GRADUATE STUDENTS AND POSTDOCS FROM AROUND SOUTHERN CALIFORNIA WILL ALSO GAIN EXPERIENCE TEACHING SYSTEMS THINKING AND USING PROTOTYPES TO EXPLORE NEW TEACHING PRACTICES THROUGH A SUMMER TEACHING WORKSHOP. ALL MODULES WILL BE MADE PUBLICLY AVAILABLE WITH A CREATIVE COMMONS LICENSE, INCLUDING A ?MODULE SKELETON? THAT CAN BE ADAPTED TO NEW TOPICS. THIS AWARD REFLECTS NSF'S STATUTORY MISSION AND HAS BEEN DEEMED WORTHY OF SUPPORT THROUGH EVALUATION USING THE FOUNDATION'S INTELLECTUAL MERIT AND BROADER IMPACTS REVIEW CRITERIA.- SUBAWARDS ARE NOT PLANNED FOR THIS AWARD.","recipientID":"bb86d47d-0e1a-7d08-2c40-c291ac767ff6-C","recipientName":"HARVEY MUDD COLLEGE","awardingAgency":"National Science Foundation","generatedAwardID":"ASST_NON_2430790_049","queriedLegalName":"Harvey Mudd College","awardingSubAgency":"National Science Foundation","reportedAwardAmountUSD":349410,"assistanceListingNumber":"47.041","reportedTotalOutlaysUSD":133699.93},"basis":"external_source","resolver_version":"federal-awards-v2","evidence_id":"usaspending:73a07b8af32b8ef4286fe789","via":["https://api.usaspending.gov/api/v2/search/spending_by_award/","published brand name Harvey Mudd College on https://hmc.edu/","https://www.usaspending.gov/award/ASST_NON_2430790_049","https://ipai.hmc.edu","the award's own recipient address, 301 PLATT BLVD, CLAREMONT, CA 91711, is the record's accepted Place at 301 Platt Blvd, Claremont, CA: the same street, house and town (a brand name is not a legal identity; the Place is the witness)"],"last_confirmed_at":"2026-11-14T12:31:06.500292+00:00","about_ref":"unbound","source_surface_ref":"https://api.usaspending.gov"},{"label":"Federal award ASST_NON_2440040_049","value":{"url":"https://www.usaspending.gov/award/ASST_NON_2440040_049","@type":"FederalAward","group":"grants","awardID":"2440040","endDate":"2030-07-31","awardType":"PROJECT GRANT (B)","startDate":"2025-08-01","description":"CAREER: RANDOMIZED ITERATIVE METHODS FOR CORRUPTED DATA, CONSTRAINED PROBLEMS, AND COMPRESSED UPDATES -THE SCIENTIFIC GOAL OF THIS CAREER PROJECT IS TO DEVELOP THEORETICALLY-FOUNDED, RANDOMIZED ITERATIVE METHODS FOR PROBLEMS COMMON IN NUMERICAL LINEAR ALGEBRA (NLA) AND OPTIMIZATION, AND EXTEND THEIR APPLICATION AND ANALYSIS TO FACE A NEW AND IMPORTANT SET OF CHALLENGES. THE INCREDIBLE GROWTH IN SIZE AND COMPLEXITY OF DATA SETS COMMONLY ANALYZED HAS MADE IT IMPERATIVE TO HAVE RANDOMIZED COMPUTATIONAL TECHNIQUES THAT ARE ROBUST TO ADVERSARIAL ERROR, INCORPORATE OR ARE ADAPTABLE TO NATURAL PROBLEM CONSTRAINTS, AND CAN BE APPLIED IN SETTINGS IN WHICH BOTH THE NUMBER AND DIMENSION OF DATA ARE MASSIVE. THIS PROJECT ADDITIONALLY PROVIDES OPPORTUNITIES FOR STUDENTS TO ENGAGE IN CUTTING-EDGE RESEARCH, AND SUPPORTS CREATION OF MATERIALS FOR AN ADVANCED UNDERGRADUATE-LEVEL MODERN NUMERICAL LINEAR ALGEBRA COURSE TO BE USED AT HARVEY MUDD COLLEGE (HMC) AND BEYOND. THIS COURSE WILL FEATURE SIGNIFICANT CURRICULAR RESEARCH PROJECTS WHICH ALIGN WITH THE TECHNICAL DIRECTIONS IDENTIFIED IN THIS PROJECT; DESCRIPTIONS OF POTENTIAL COURSE PROJECT TOPICS WILL BE RELEASED WITH THE PUBLIC COURSE MATERIALS. THE PROJECT WILL ADDITIONALLY PROVIDE VERTICALLY-INTEGRATED MENTORSHIP OPPORTUNITIES FOR VISITING GRADUATE STUDENTS, HMC UNDERGRADUATES, AND HIGH SCHOOL STUDENTS THROUGH HMC?S FEDERALLY FUNDED UPWARD BOUND (UB) PROGRAM. FINALLY, THE PROJECT WILL SUPPORT AN ANNUAL PROFESSIONAL DEVELOPMENT WORKSHOP FOR EARLY CAREER PARTICIPANTS INTERESTED IN RESEARCH MENTORSHIP AT PRIMARILY UNDERGRADUATE INSTITUTIONS. THE INTELLECTUAL MERIT OF THIS CAREER PROJECT IS THE DEVELOPMENT AND ANALYSIS OF A SUITE OF RANDOMIZED ITERATIVE METHODS FOR PROBLEMS WITH DEVASTATING ADVERSARIAL CORRUPTION, PROBLEM CONSTRAINTS, AND EXTREMELY LARGE DATA DIMENSION. THE PROJECT WILL FOCUS SPECIFICALLY ON THREE MAIN RESEARCH THRUSTS: (1) DEVELOPING AND ANALYZING CORRUPTION-ROBUST VARIANTS OF RANDOMIZED ITERATIVE METHODS IN NUMERICAL LINEAR ALGEBRA FOR LEAST-SQUARES REGRESSION, AND GENERALIZING THESE ANALYSES TO FIRST-ORDER METHODS IN NUMERICAL OPTIMIZATION FOR A MORE GENERAL CLASS OF CONVEX OPTIMIZATION PROBLEMS. (2) ANALYZING THE ITERATIVE BEHAVIOR OF COMMON COMBINATORIAL AND NUMERICAL ITERATIVE METHODS FOR RANDOMLY SKETCHED AND SUBSAMPLED REGRESSION PROBLEMS WITH NONNEGATIVE AND RELATED CONSTRAINTS, AND USING THESE ANALYSES TO DEVELOP EFFICIENT RANDOMIZED ITERATIVE METHODS FOR SUCH PROBLEMS. (3) EXTENDING THE APPLICATION OF RANDOMIZED ITERATIVE METHODS TO PROBLEMS IN WHICH BOTH THE NUMBER AND SIZE OF DATA MAY BE MASSIVE BY DEVELOPING PROVABLY EFFECTIVE RANDOMLY COMPRESSED AND SPARSIFIED ITERATIVE UPDATES. OPEN-SOURCE SOFTWARE IMPLEMENTATIONS OF THE DEVELOPED AND ANALYZED METHODS WILL ACCOMPANY THE WORK COMPLETED UNDER EACH OF THE ABOVE THRUSTS. ADDITIONALLY, THIS WORK WILL BE DISTRIBUTED BOTH IN FORMAL PEER-REVIEWED JOURNAL AND CONFERENCE SUBMISSIONS, AND IN EDUCATIONAL RESOURCES FOR STUDENTS. THIS AWARD REFLECTS NSF'S STATUTORY MISSION AND HAS BEEN DEEMED WORTHY OF SUPPORT THROUGH EVALUATION USING THE FOUNDATION'S INTELLECTUAL MERIT AND BROADER IMPACTS REVIEW CRITERIA.- SUBAWARDS ARE NOT PLANNED FOR THIS AWARD.","recipientID":"bb86d47d-0e1a-7d08-2c40-c291ac767ff6-C","recipientName":"HARVEY MUDD COLLEGE","awardingAgency":"National Science Foundation","generatedAwardID":"ASST_NON_2440040_049","queriedLegalName":"Harvey Mudd College","awardingSubAgency":"National Science Foundation","reportedAwardAmountUSD":133791,"assistanceListingNumber":"47.049","reportedTotalOutlaysUSD":28530.23},"basis":"external_source","resolver_version":"federal-awards-v2","evidence_id":"usaspending:91cc0c7586196e378e65e0a5","via":["https://api.usaspending.gov/api/v2/search/spending_by_award/","published brand name Harvey Mudd College on https://hmc.edu/","https://www.usaspending.gov/award/ASST_NON_2440040_049","https://ipai.hmc.edu","the award's own recipient address, 301 PLATT BLVD, CLAREMONT, CA 91711, is the record's accepted Place at 301 Platt Blvd, Claremont, CA: the same street, house and town (a brand name is not a legal identity; the Place is the witness)"],"last_confirmed_at":"2026-11-14T12:31:06.500292+00:00","about_ref":"unbound","source_surface_ref":"https://api.usaspending.gov"},{"label":"Federal award ASST_NON_2454167_049","value":{"url":"https://www.usaspending.gov/award/ASST_NON_2454167_049","@type":"FederalAward","group":"grants","awardID":"2454167","endDate":"2030-08-31","awardType":"COOPERATIVE AGREEMENT (B)","startDate":"2025-09-01","description":"NATIONAL STEM TEACHER CORPS PILOT PROGRAM: REGIONAL ALLIANCE FOR MATHEMATICS TEACHER DEVELOPMENT, UPLIFT, AND PROFESSIONALIZATION IN LOS ANGELES -THE NATIONAL STEM TEACHER CORPS PILOT PROGRAM REGIONAL ALLIANCE FOR MATHEMATICS TEACHER DEVELOPMENT, UPLIFT, AND PROFESSIONALIZATION IN LOS ANGELES (RAMPTD-UP-LA) PROJECT AIMS TO RECOGNIZE OUTSTANDING STEM EDUCATORS WHO ADVANCE EDUCATIONAL EXCELLENCE IN THE WEST REGION. THIS PROJECT WILL SUPPORT 30 GRADE 4?12 MATH TEACHERS IN THE GREATER LOS ANGELES AREA IN TWO COHORTS. THE GOALS OF THIS PROGRAM ARE TO (1) HEIGHTEN STEM LEARNING EXPERIENCES FOR ALL STUDENTS, (2) PROMOTE THE RETENTION OF EXCELLENT STEM TEACHERS, (3) ELEVATE THE STEM TEACHING PROFESSION, AND (4) DEVELOP TEACHER LEADERS. TEACHERS MUST APPLY TO THIS PROPOSED PROGRAM IN PAIRS OR GROUPS FROM THE SAME SCHOOL SITE WITH SOME INITIAL IDEAS FOR HOW THEY WANT TO IMPROVE STUDENT OUTCOMES AT THEIR SCHOOL. IF ONE TEACHER REACHES 120 STUDENTS A YEAR, THESE 30 CORPS MEMBERS CAN DIRECTLY REACH ROUGHLY 14,400 STUDENTS DURING FOUR YEARS OF SUPPORT. FURTHERMORE, STEM TEACHER CORPS MEMBERS WILL MENTOR OTHER TEACHERS, PROMOTE CHANGES IN THEIR SCHOOLS AND DISTRICTS THAT BROADEN ACCESS TO HIGH-QUALITY MATH EDUCATION FOR ALL STUDENTS, AND DISSEMINATE THEIR EFFORTS REGIONALLY AND NATIONALLY, LEADING TO IMPROVEMENTS IN MATH EDUCATION BEYOND THEIR OWN CLASSROOMS. TO HELP TEACHERS GROW AND CARRY OUT THESE PROPOSED IMPROVEMENTS, THE PROGRAM WILL PROVIDE STEM TEACHER CORPS MEMBERS WITH AN ANNUAL STIPEND, TIME FOR TEACHERS TO COLLABORATE, ON-SITE COACHING, FUNDING FOR SUPPLIES AND TRAVEL TO CONFERENCES, SUPPORT TO BECOME NATIONAL BOARD CERTIFIED, PD THROUGH MONTHLY MEETINGS AND A SUMMER INSTITUTE, AND MECHANISMS TO HELP THE TEACHERS SHARE THEIR WORK WITH THEIR COLLEAGUES. THIS COMPREHENSIVE SUPPORT STRUCTURE WAS DEVISED TO HELP COUNTERACT THE CHALLENGES OF TEACHING MATH IN THE LOS ANGELES AREA. THE PROGRAM WILL BE SUPPORTED BY A ROBUST EVALUATION PLAN THAT WILL ALLOW PROJECT LEADERSHIP TO MONITOR THE IMPACT OF THE PROGRAM ON PARTICIPATING TEACHERS (INCLUDING ON THEIR RETENTION IN THE TEACHING PROFESSION AFTER THEIR PARTICIPATION HAS ENDED) AND TO CONTINUALLY IMPROVE THE PROGRAM TO BEST MEET TEACHERS' NEEDS. STUDENT ACHIEVEMENT MEASURES WILL ALSO BE ANALYZED. THIS REGIONAL ALLIANCE PROJECT IS SUPPORTED THROUGH THE NATIONAL STEM TEACHER CORPS PILOT PROGRAM. THE NSF NATIONAL STEM TEACHER CORPS PILOT PROGRAM SUPPORTS OUTSTANDING STEM EDUCATORS IN HIGH-NEED SCHOOLS THAT ADVANCE EDUCATIONAL EXCELLENCE IN OUR NATION'S PREK-12 CLASSROOMS. THIS AWARD REFLECTS NSF'S STATUTORY MISSION AND HAS BEEN DEEMED WORTHY OF SUPPORT THROUGH EVALUATION USING THE FOUNDATION'S INTELLECTUAL MERIT AND BROADER IMPACTS REVIEW CRITERIA.- SUBAWARDS ARE PLANNED FOR THIS AWARD.","recipientID":"bb86d47d-0e1a-7d08-2c40-c291ac767ff6-C","recipientName":"HARVEY MUDD COLLEGE","awardingAgency":"National Science Foundation","generatedAwardID":"ASST_NON_2454167_049","queriedLegalName":"Harvey Mudd College","awardingSubAgency":"National Science Foundation","reportedAwardAmountUSD":4999700,"assistanceListingNumber":"47.076","reportedTotalOutlaysUSD":78832.04},"basis":"external_source","resolver_version":"federal-awards-v2","evidence_id":"usaspending:6ed7ed88828dc8eab0e2f1d0","via":["https://api.usaspending.gov/api/v2/search/spending_by_award/","published brand name Harvey Mudd College on https://hmc.edu/","https://www.usaspending.gov/award/ASST_NON_2454167_049","https://ipai.hmc.edu","the award's own recipient address, 301 PLATT BLVD, CLAREMONT, CA 91711, is the record's accepted Place at 301 Platt Blvd, Claremont, CA: the same street, house and town (a brand name is not a legal identity; the Place is the witness)"],"last_confirmed_at":"2026-11-14T12:31:06.500292+00:00","about_ref":"unbound","source_surface_ref":"https://api.usaspending.gov"},{"label":"Federal award ASST_NON_2532321_049","value":{"url":"https://www.usaspending.gov/award/ASST_NON_2532321_049","@type":"FederalAward","group":"grants","awardID":"2532321","endDate":"2027-12-31","awardType":"PROJECT GRANT (B)","startDate":"2026-01-15","description":"LEAPS-MPS: VENTURES IN GEOMETRIC COMBINATORICS -GEOMETRIC COMBINATORICS DEALS WITH THE STUDY OF GEOMETRIC OBJECTS THROUGH THEIR COMBINATORIAL STRUCTURE. SOME GEOMETRIC OBJECTS THAT ARE OF INTEREST ARE KNOWN AS POLYTOPES. H.S.M. COXETER WROTE THAT ?A POLYTOPE IS A GEOMETRICAL FIGURE BOUNDED BY PORTIONS OF LINES, PLANES, OR HYPERPLANES; E.G., IN TWO DIMENSIONS IT IS A POLYGON, IN THREE A POLYHEDRON?. ARGUABLY, THE FOUNDATIONS FOR THE STUDY OF POLYTOPES WERE LAID BY THE GREEKS OVER TWO MILLENNIA AGO, AS MANY CAN RECALL THEIR STUDY OF WHAT ARE REGARDED AS PLATONIC SOLIDS. IN THE 1700?S THE STUDY OF POLYTOPES HEIGHTENED WITH LEONHARD EULER?S POLYHEDRAL FORMULA, WHICH GAVE BIRTH TO THE ENUMERATIVE GEOMETRIC COMBINATORICS ON THE NUMBER OF FACES OF POLYTOPES. ALMOST A HUNDRED AND FIFTY YEARS LATER, GEORG PICK DISCOVERED A FORMULA, WHICH CALCULATES THE AREA OF A LATTICE POLYGON USING ONLY ITS DISCRETE INFORMATION; THIS STARTED THE STUDY OF LATTICE POINT ENUMERATION OF POLYTOPES. IN THE 1960S, IN AN ATTEMPT TO GENERALIZE PICK?S FORMULA TO HIGHER DIMENSIONS, EUGENE EHRHART STARTED THE STUDY OF COUNTING THE NUMBERS OF LATTICE POINTS IN DILATIONS OF POLYTOPES, WHICH ESTABLISHED EHRHART THEORY. STUDYING A COMBINATORIAL OBJECT?S ASSOCIATED POLYTOPE OFTEN REVEALS INTRIGUING GEOMETRIC RESULTS ABOUT THE POLYTOPE, BUT THE RESULTS? IMPLICATIONS ABOUT THE ORIGINAL COMBINATORIAL OBJECT (AND RELATED OBJECTS) IS NOT ALWAYS WELL UNDERSTOOD. THE PI WILL FOCUS ON HOW GEOMETRIC RESULTS ABOUT A POLYTOPE CAN PROVIDE INFORMATION ABOUT THE ORIGINAL COMBINATORIAL OBJECT. THROUGHOUT THE COURSE OF THIS PROJECT, THE PI WILL ACTIVELY INVOLVE UNDERGRADUATE STUDENTS IN THE RESEARCH PROCESS. KEY INITIATIVES INCLUDE SUPPORTING THE SUMMER@MUDD RESEARCH PROGRAM AT HARVEY MUDD COLLEGE AND ESTABLISHING THE MATHEMATICAL CONNECTIONS SEMINAR TO FURTHER ENGAGE STUDENTS IN MATHEMATICAL EXPLORATION. THIS PROJECT SEEKS TO DERIVE COMBINATORIAL RESULTS FROM GEOMETRY AND USE COMBINATORICS TO GUIDE THE GEOMETRY. THE FOCUS IS ON THE GEOMETRY AND EHRHART THEORY OF POLYTOPES, PARTICULARLY THE CHALLENGE OF COMPUTING THEIR VOLUME. ONE APPROACH IS TO OBTAIN THE DISCRETE VOLUME (THE EHRHART POLYNOMIAL/FUNCTION), FROM WHICH THE CONTINUOUS VOLUME CAN BE RECOVERED. IN THIS WAY, EHRHART THEORY SERVES AS A DISCRETE VERSION OF INTEGRATION, MEASURING A POLYTOPE THROUGH LATTICE-POINT ENUMERATION. THIS PROJECT IS CENTERED AROUND THE RELATIONSHIP BETWEEN THREE FUNDAMENTAL OBJECTS IN COMBINATORICS AND DISCRETE GEOMETRY: PARKING FUNCTIONS, POSETS, AND POLYTOPES. GENERALIZATIONS OF PARKING FUNCTIONS HAVE BEEN STUDIED FROM AN ENUMERATIVE PERSPECTIVE BY MANY MATHEMATICIANS; THE PI WILL WORK TO FURTHER SOLIDIFY THE CONNECTION BETWEEN GENERALIZED PARKING FUNCTIONS AND POLYTOPES. THE PI WILL ALSO EXPLORE THE INTERPLAY BETWEEN POSETS AND POLYTOPES, THROUGH THE VALUATION POLYTOPE. THE VALUATION POLYTOPE HAS NOT BEEN STUDIED AS EXTENSIVELY AS OTHER POSET POLYTOPES, SUCH AS THE CHAIN OR ORDER POLYTOPES. IT HAS BEEN ASKED WHETHER THE COEFFICIENTS OF THE EHRHART POLYNOMIAL OF VALUATION POLYTOPES ARE NONNEGATIVE. THIS QUESTION SERVES AS THE PRIMARY MOTIVATION FOR THE PI TO UNDERTAKE A COMPREHENSIVE STUDY OF VALUATION POLYTOPES. THE PI WILL EMPLOY METHODS FROM ALGEBRAIC AND GEOMETRIC COMBINATORICS, POLYHEDRAL GEOMETRY, AND COMPUTATIONAL EXPERIMENTATION TO EXTEND THE KNOWLEDGE OF THE GEOMETRY AND EHRHART THEORY OF COMBINATORIALLY-DEFINED POLYTOPES. THIS AWARD REFLECTS NSF'S STATUTORY MISSION AND HAS BEEN DEEMED WORTHY OF SUPPORT THROUGH EVALUATION USING THE FOUNDATION'S INTELLECTUAL MERIT AND BROADER IMPACTS REVIEW CRITERIA.- SUBAWARDS ARE NOT PLANNED FOR THIS AWARD.","recipientID":"bb86d47d-0e1a-7d08-2c40-c291ac767ff6-C","recipientName":"HARVEY MUDD COLLEGE","awardingAgency":"National Science Foundation","generatedAwardID":"ASST_NON_2532321_049","queriedLegalName":"Harvey Mudd College","awardingSubAgency":"National Science Foundation","reportedAwardAmountUSD":249254,"assistanceListingNumber":"47.049","reportedTotalOutlaysUSD":28225.86},"basis":"external_source","resolver_version":"federal-awards-v2","evidence_id":"usaspending:cd6e2d03c67880cc5cdce739","via":["https://api.usaspending.gov/api/v2/search/spending_by_award/","published brand name Harvey Mudd College on https://hmc.edu/","https://www.usaspending.gov/award/ASST_NON_2532321_049","https://ipai.hmc.edu","the award's own recipient address, 301 PLATT BLVD, CLAREMONT, CA 91711, is the record's accepted Place at 301 Platt Blvd, Claremont, CA: the same street, house and town (a brand name is not a legal identity; the Place is the witness)"],"last_confirmed_at":"2026-11-14T12:31:06.500292+00:00","about_ref":"unbound","source_surface_ref":"https://api.usaspending.gov"},{"label":"Federal award ASST_NON_5820343445_012","value":{"url":"https://www.usaspending.gov/award/ASST_NON_5820343445_012","@type":"FederalAward","group":"other_assistance","awardID":"5820343445","endDate":"2025-08-31","awardType":"OTHER REIMBURSABLE, CONTINGENT, INTANGIBLE, OR INDIRECT FINANCIAL ASSISTANCE","startDate":"2023-09-01","description":"AI/MACHINE-LEARNING SOFTWARE FOR MEASUREMENT OF EPG WAVEFORMS FROM MOSQUITO FEEDING","recipientID":"bb86d47d-0e1a-7d08-2c40-c291ac767ff6-C","recipientName":"HARVEY MUDD COLLEGE","awardingAgency":"Department of Agriculture","generatedAwardID":"ASST_NON_5820343445_012","queriedLegalName":"Harvey Mudd College","awardingSubAgency":"Agricultural Research Service","reportedAwardAmountUSD":56000,"assistanceListingNumber":"10.001","reportedTotalOutlaysUSD":48106.33},"basis":"external_source","resolver_version":"federal-awards-v2","evidence_id":"usaspending:0bcd0fddb9c4381a189c5d7b","via":["https://api.usaspending.gov/api/v2/search/spending_by_award/","published brand name Harvey Mudd College on https://hmc.edu/","https://www.usaspending.gov/award/ASST_NON_5820343445_012","https://ipai.hmc.edu","the award's own recipient address, 301 PLATT BLVD, CLAREMONT, CA 91711, is the record's accepted Place at 301 Platt Blvd, Claremont, CA: the same street, house and town (a brand name is not a legal identity; the Place is the witness)"],"last_confirmed_at":"2026-11-14T12:31:06.499034+00:00","about_ref":"unbound","source_surface_ref":"https://api.usaspending.gov"}]},"legal_entities":{"title":"Legal Entities","facts":[]},"channel_pricing":{"title":"Channel pricing","facts":[{"label":"Channel presence at Harvey Mudd College, 301 Platt Blvd","value":{"@type":"ChannelPricing","scope":"One representative location per record: the accepted location carrying the most channel menus. Channel menus come from each provider's own store object for that store; prices are as each channel lists them, in the channel's currency; comparisons are projected from the resolved catalog -- one row per dish, portion-aware identity, prices kept as scoped offers -- and a pair the policy refuses is counted and explained rather than dropped.","channels":null,"location":{"why":"the accepted location carrying the most storefront identities (0), with 0 of 41 platform menus read","name":"Harvey Mudd College","address":{"city":"Claremont","unit":"","region":"CA","street":"301 Platt Blvd","country":"US","postal_code":"91711"},"sourceKey":"325181dc24af13494cfb3b6510e616c65942d6de7211510beacabf717cd566db"},"presence":[{"label":"Toast","detail":"no Toast door for this location on the site's pages or in any provider response; Toast publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"toast","acceptedLocations":1,"locationsWithStore":0},{"label":"Grubhub","detail":"a premises search around this location on the platform returned no unique match for these premises; Seamless orders route to the same Grubhub listing","status":"searched_not_found","declared":false,"platform":"grubhub","acceptedLocations":1,"locationsWithStore":0},{"label":"Uber Eats","detail":"a premises search around this location on the platform returned no unique match for these premises; Postmates orders route to the same Uber Eats store","status":"searched_not_found","declared":false,"platform":"ubereats","acceptedLocations":1,"locationsWithStore":0},{"label":"DoorDash","detail":"no DoorDash door for this location on the site's pages or in any provider response; DoorDash publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it; Caviar orders route to the same DoorDash store","status":"not_declared","declared":false,"platform":"doordash","acceptedLocations":1,"locationsWithStore":0},{"label":"ChowNow","detail":"no ChowNow door for this location on the site's pages or in any provider response; ChowNow publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"chownow","acceptedLocations":1,"locationsWithStore":0},{"label":"Olo","detail":"no Olo door for this location on the site's pages or in any provider response; Olo publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"olo","acceptedLocations":1,"locationsWithStore":0},{"label":"SkyTab","detail":"no SkyTab door for this location on the site's pages or in any provider response; SkyTab publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"skytab","acceptedLocations":1,"locationsWithStore":0},{"label":"Clover","detail":"no Clover door for this location on the site's pages or in any provider response; Clover publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"clover","acceptedLocations":1,"locationsWithStore":0},{"label":"Slice","detail":"no Slice door for this location on the site's pages or in any provider response; Slice publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"slice","acceptedLocations":1,"locationsWithStore":0},{"label":"KwickMenu","detail":"no KwickMenu door for this location on the site's pages or in any provider response; KwickMenu publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"kwickmenu","acceptedLocations":1,"locationsWithStore":0},{"label":"Restolabs (onlineordering.io)","detail":"no Restolabs (onlineordering.io) door for this location on the site's pages or in any provider response; Restolabs (onlineordering.io) publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"restolabs","acceptedLocations":1,"locationsWithStore":0},{"label":"CHOMP","detail":"no CHOMP door for this location on the site's pages or in any provider response; CHOMP publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"chomp","acceptedLocations":1,"locationsWithStore":0},{"label":"OrderSave (Owner.com)","detail":"no OrderSave (Owner.com) door for this location on the site's pages or in any provider response; OrderSave (Owner.com) publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"ordersave","acceptedLocations":1,"locationsWithStore":0},{"label":"SpotOn","detail":"no SpotOn door for this location on the site's pages or in any provider response; SpotOn publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"spoton","acceptedLocations":1,"locationsWithStore":0},{"label":"TouchBistro","detail":"no TouchBistro door for this location on the site's pages or in any provider response; TouchBistro publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"touchbistro","acceptedLocations":1,"locationsWithStore":0},{"label":"Square Online","detail":"no Square Online door for this location on the site's pages or in any provider response; Square Online publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"squareonline","acceptedLocations":1,"locationsWithStore":0},{"label":"MenuSifu","detail":"no MenuSifu door for this location on the site's pages or in any provider response; MenuSifu publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"menusifu","acceptedLocations":1,"locationsWithStore":0},{"label":"Menufy","detail":"no Menufy door for this location on the site's pages or in any provider response; Menufy publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"menufy","acceptedLocations":1,"locationsWithStore":0},{"label":"Dylish","detail":"no Dylish door for this location on the site's pages or in any provider response; Dylish publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"dylish","acceptedLocations":1,"locationsWithStore":0},{"label":"getsauce","detail":"no getsauce door for this location on the site's pages or in any provider response; getsauce publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"getsauce","acceptedLocations":1,"locationsWithStore":0},{"label":"FoodTec","detail":"no FoodTec door for this location on the site's pages or in any provider response; FoodTec publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"foodtec","acceptedLocations":1,"locationsWithStore":0},{"label":"e-tab","detail":"no e-tab door for this location on the site's pages or in any provider response; e-tab publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"etab","acceptedLocations":1,"locationsWithStore":0},{"label":"GloriaFood","detail":"no GloriaFood door for this location on the site's pages or in any provider response; GloriaFood publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"gloriafood","acceptedLocations":1,"locationsWithStore":0},{"label":"FromTheRestaurant","detail":"no FromTheRestaurant door for this location on the site's pages or in any provider response; FromTheRestaurant publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"fromtherestaurant","acceptedLocations":1,"locationsWithStore":0},{"label":"imenu360 (orderonlinemenu.com)","detail":"no imenu360 (orderonlinemenu.com) door for this location on the site's pages or in any provider response; imenu360 (orderonlinemenu.com) publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"orderonlinemenu","acceptedLocations":1,"locationsWithStore":0},{"label":"Thanx","detail":"no Thanx door for this location on the site's pages or in any provider response; Thanx publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"thanx","acceptedLocations":1,"locationsWithStore":0},{"label":"Cashdrop","detail":"no Cashdrop door for this location on the site's pages or in any provider response; Cashdrop publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"cashdrop","acceptedLocations":1,"locationsWithStore":0},{"label":"Heartland Restaurant (hrpos.heartland.us)","detail":"no Heartland Restaurant (hrpos.heartland.us) door for this location on the site's pages or in any provider response; Heartland Restaurant (hrpos.heartland.us) publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"heartland","acceptedLocations":1,"locationsWithStore":0},{"label":"CAKE (orders.cake.net)","detail":"no CAKE (orders.cake.net) door for this location on the site's pages or in any provider response; CAKE (orders.cake.net) publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"cake","acceptedLocations":1,"locationsWithStore":0},{"label":"Masa+","detail":"no Masa+ door for this location on the site's pages or in any provider response; Masa+ publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"masaplus","acceptedLocations":1,"locationsWithStore":0},{"label":"Talech","detail":"no Talech door for this location on the site's pages or in any provider response; Talech publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"talech","acceptedLocations":1,"locationsWithStore":0},{"label":"eDiningExpress","detail":"no eDiningExpress door for this location on the site's pages or in any provider response; eDiningExpress publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"ediningexpress","acceptedLocations":1,"locationsWithStore":0},{"label":"GoTab","detail":"no GoTab door for this location on the site's pages or in any provider response; GoTab publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"gotab","acceptedLocations":1,"locationsWithStore":0},{"label":"Upserve","detail":"no Upserve door for this location on the site's pages or in any provider response; Upserve publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"upserve","acceptedLocations":1,"locationsWithStore":0},{"label":"DoorDash Storefront (order.online)","detail":"no DoorDash Storefront (order.online) door for this location on the site's pages or in any provider response; DoorDash Storefront (order.online) publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"doordash_storefront","acceptedLocations":1,"locationsWithStore":0},{"label":"SpotHopper","detail":"a premises search around this location on the platform returned no unique match for these premises","status":"searched_not_found","declared":false,"platform":"spothopper","acceptedLocations":1,"locationsWithStore":0},{"label":"ezCater","detail":"no ezCater door for this location on the site's pages or in any provider response; ezCater publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"ezcater","acceptedLocations":1,"locationsWithStore":0},{"label":"OpenTable","detail":"no OpenTable door for this location on the site's pages or in any provider response; OpenTable publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"opentable","acceptedLocations":1,"locationsWithStore":0},{"label":"Resy","detail":"no Resy door for this location on the site's pages or in any provider response; Resy publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"resy","acceptedLocations":1,"locationsWithStore":0},{"label":"Tock","detail":"no Tock door for this location on the site's pages or in any provider response; Tock publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"tock","acceptedLocations":1,"locationsWithStore":0},{"label":"SevenRooms","detail":"no SevenRooms door for this location on the site's pages or in any provider response; SevenRooms publishes no premises search we can reach, so its absence here means the site declared no door rather than that the restaurant is not on it","status":"not_declared","declared":false,"platform":"sevenrooms","acceptedLocations":1,"locationsWithStore":0}],"comparisons":null},"basis":"derived","resolver_version":"channel-pricing/1","evidence_id":"channel-pricing:bee4948ab2a381e6d16d76cb","via":["no channel menu was read for this location"],"about_ref":"self"}]},"publisher_files":{"title":"Publisher Files","facts":[{"label":"Web app manifest","value":"https://www.hmc.edu/wp-content/themes/mudd-2021/favicons/manifest.json","basis":"publisher_declared","via":["https://www.hmc.edu/","https://www.hmc.edu/wp-content/themes/mudd-2021/favicons/manifest.json"],"first_observed_at":"2026-11-14T12:28:21.925762+00:00","last_confirmed_at":"2026-11-14T12:28:21.925762+00:00","about_ref":"self","source_surface_ref":"https://www.hmc.edu"},{"label":"App display mode","value":"standalone","basis":"publisher_declared","via":["https://www.hmc.edu/","https://www.hmc.edu/wp-content/themes/mudd-2021/favicons/manifest.json"],"first_observed_at":"2026-11-14T12:28:21.925762+00:00","last_confirmed_at":"2026-11-14T12:28:21.925762+00:00","about_ref":"self","source_surface_ref":"https://www.hmc.edu"},{"label":"App theme colour","value":"#ffffff","basis":"publisher_declared","via":["https://www.hmc.edu/","https://www.hmc.edu/wp-content/themes/mudd-2021/favicons/manifest.json"],"first_observed_at":"2026-11-14T12:28:21.925762+00:00","last_confirmed_at":"2026-11-14T12:28:21.925762+00:00","about_ref":"self","source_surface_ref":"https://www.hmc.edu"},{"label":"App icons declared","value":2,"basis":"publisher_declared","via":["https://www.hmc.edu/","https://www.hmc.edu/wp-content/themes/mudd-2021/favicons/manifest.json"],"first_observed_at":"2026-11-14T12:28:21.925762+00:00","last_confirmed_at":"2026-11-14T12:28:21.925762+00:00","about_ref":"self","source_surface_ref":"https://www.hmc.edu"}]},"organization_relationships":{"title":"Organization relationships","facts":[{"label":"Organization relationship","value":{"kind":"foundation","@type":"OrganizationRelationship","state":"candidate","reason":"card \"Academy of Interactive Arts & Sciences (AIAS) Foundation\" says \"foundation\" (+1); 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