Vignesh Kumaresan
Data Scientist at Verily- Claim this Profile
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Bio
Experience
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Verily
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United States
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Hospitals and Health Care
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700 & Above Employee
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Data Scientist
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Aug 2020 - Present
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Aetna, a CVS Health Company
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United States
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Wellness and Fitness Services
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700 & Above Employee
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Data Scientist
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May 2020 - Aug 2020
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Verily
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United States
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Hospitals and Health Care
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700 & Above Employee
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Health Informatics Intern
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May 2019 - Aug 2019
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IBM
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United States
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IT Services and IT Consulting
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700 & Above Employee
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Data Scientist, IBM Watson Health
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Aug 2016 - Jul 2018
• Utilized large volumes of claims and EHR data to build predictive models for risk of readmission and risk of hospitalization. • Explored social determinant data sources and tested various modeling techniques (including Random Forest and hierarchical modeling), sharing results with the rest of the organization to guide future modeling efforts. • Performed ad-hoc analyses and created Tableau visualizations from EHR data for prospective life sciences clients. • Utilized large volumes of claims and EHR data to build predictive models for risk of readmission and risk of hospitalization. • Explored social determinant data sources and tested various modeling techniques (including Random Forest and hierarchical modeling), sharing results with the rest of the organization to guide future modeling efforts. • Performed ad-hoc analyses and created Tableau visualizations from EHR data for prospective life sciences clients.
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University of Miami Miller School of Medicine
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United States
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Higher Education
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700 & Above Employee
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Health Informatics Intern
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Jun 2015 - May 2016
• Used SQL to manage relational databases containing patient information • Recommended a new model for Research IT, based off of an efficiency analysis performed using SAS, which was later implemented across several departments • Worked on implementing a new population health metric for the system (Epic’s Healthy Planet) • Used SQL to manage relational databases containing patient information • Recommended a new model for Research IT, based off of an efficiency analysis performed using SAS, which was later implemented across several departments • Worked on implementing a new population health metric for the system (Epic’s Healthy Planet)
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University of Miami
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United States
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Higher Education
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700 & Above Employee
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Research Assistant
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Aug 2013 - May 2016
• Ran participants through experiments and collected physiological data • Conducted regression and correlational analyses using SPSS to find treatments for anxiety • Communicated methods and results to non-scientific audiences • Ran participants through experiments and collected physiological data • Conducted regression and correlational analyses using SPSS to find treatments for anxiety • Communicated methods and results to non-scientific audiences
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Analyst Intern
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Mar 2015 - Jun 2015
• Learned about the use of econometric models in the real estate industry • Developed and ran models in Excel to make predictions about various property deals • Learned about the use of econometric models in the real estate industry • Developed and ran models in Excel to make predictions about various property deals
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Duke University
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United States
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Higher Education
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700 & Above Employee
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High School Research Assistant
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Jun 2012 - Jul 2012
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University of North Carolina at Chapel Hill
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United States
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Higher Education
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700 & Above Employee
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High School Research Assistant/Student Researcher
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Jun 2011 - Mar 2012
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Education
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Duke University
Master's Degree, Interdisciplinary Data Science -
University of Miami
Bachelor of Science (B.S.), Economics and Psychology -
North Carolina School of Science and Mathematics
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Wakefield High School