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Vincent S. Huang has worked in several organizations since 2008. Vincent S. began as a Scientific Reviewer for Various Scientific Journals in 2008, and later worked as a Panelist for the Department of Veterans Affairs from 2010-2012. From 2011-2012, they also worked part-time as a Consultant for TLC Business Advisory while serving as an Associate Faculty Member at Faculty of 1000. In 2012, they served as a Mirzayan Science and Technology Policy Fellow for The National Academies. Vincent S. then worked as a Software Architect for the New Jersey Department of Health for a year from 2012-2013. From 2013-2017, they worked as a Scientific Analyst and Project Manager for Thomson Reuters. Vincent S. then worked for Surgo Foundation as a Senior Data Scientist from 2017-2020 before serving as the Director of Data Science and AI for Surgo Foundation for a year in 2020. From 2020-2022, they also worked as the Director of Data Science & AI for Surgo Ventures until they moved on to become the Director of Data Science and AI for Surgo Health in 2022.

Vincent S. Huang has a Ph.D. in Biomedical Engineering from The Johns Hopkins University, where they also took some graduate-level courses in Managerial Economics and Macroeconomics from The Johns Hopkins University - Carey Business School. Vincent S. was a Postdoctoral Fellow at Columbia University and completed the Global Health Delivery Intensive Program from Harvard T.H. Chan School of Public Health. Vincent S. has a B.Sc. in Physics & Physiology from McGill University. Vincent S. also completed coursework in Healthcare marketing from Columbia University Mailman School of Public Health and Healthcare in the 21st Century from Columbia Business School. Vincent's earlier education history is unknown, but they attended Richmond Senior High for an unknown period.