Kabir Manghnani
Senior Machine Learning Scientist at Flatiron Health
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolKabir Manghnani is a Senior Machine Learning Scientist with 11 years’ experience building and evaluating AI systems for healthcare, currently focused on LLM evaluation in oncology EMRs at Flatiron Health and reliable AI decision-making as a visiting researcher at Stanford STAIR. He has deep domain experience in clinical NLP, RAG systems, and biomarker-driven prognostic modeling from multi-year roles at Tempus, contributing to real-world evidence products and production ML pipelines that interface with Epic/Cerner data. His background spans interpretability and fairness research at Google Brain, translational bioinformatics work (Freenome), and hands-on model development in medical imaging and fMRI during his undergraduate research. Known for bridging research and product, he acts as a GenAI SME who scopes, benchmarks, and operationalizes NLP/OCR tooling across clinical teams—a practical researcher who also publishes and presents to build clinical evidence.
11 years of coding experience
9 years of employment as a software developer
Bachelor’s Degree Computer Science, Bachelor’s Degree Computer Science at University of Illinois Urbana-ChampaignSaratoga High School
Github Skills (27)
python8
react-bootstrap6
scientific-computing5
mongodb5
linear-algebra5
numba5
reflections5
convolution5
numpy5
blas5
interpolation5
mpi5
django5
gradient-descent4
fundamental4
Programming languages (3)
Github contributions (5)
cabosanlucas/document_similarity_using_tfidf
Feb 2018 - Feb 2018
Contributions:3 commits, 2 pushes, 1 branch in 1 day
warut-vijit/law__--less
Feb 2017 - Apr 2017
Contributions:53 commits, 6 PRs, 11 pushes in 1 month
pythonadvicelegaldjangoweb-service
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