Vignesh Kumaresan
AI Lead at Sonar
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolVignesh Kumaresan is an AI Lead in San Francisco with eight years of experience building production AI systems that augment human decision-making in high-stakes healthcare domains. As a founding team AI lead at Sonar after multi-year stints at Verily and IBM Watson Health, he blends clinical data fluency with pragmatic ML engineering to deploy models that inform care and population health. His background in economics and psychology (Univ. of Miami) combined with a Duke MIDS master’s gives him a rare mix of quantitative rigor and behavioral insight for designing human-centered AI. He has hands-on experience with claims, EHR, and social determinant data to drive predictive risk modeling and actionable analytics. Colleagues describe him as someone who translates complex health data into operational tools—often surfacing non-obvious signals from noisy, multi-source datasets. Based in the Bay Area, he brings startup grit and enterprise experience to move research-grade models into reliable production.
8 years of coding experience
10 years of employment as a software developer
North Carolina School of Science and MathematicsMaster's Degree Interdisciplinary Data Science, Master's Degree Interdisciplinary Data Science at Duke UniversityWakefield High SchoolBachelor of Science (B.S.) Economics and Psychology, Bachelor of Science (B.S.) Economics and Psychology at University of Miami
Github Skills (21)
javascript10
css10
codebase10
certification10
math10
nodejs10
react10
datasets8
machine-learning6
tensorflow5
deep-learning5
numpy4
duke4
natural-language-processing3
nlp3
Programming languages (5)
Github contributions (5)
vkumaresan/LCA
Dec 2019 - Dec 2019
Contributions:24 commits, 23 pushes, 1 branch in 5 days
vkumaresan/gi_llm
Jun 2023 - Aug 2023
Contributions:27 PRs, 59 pushes, 2 branches in 2 months
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