Hello, I'm Sambit ——

Building AI for the high-stakes moments in medicine.

Cofounder & CEO at Leah Health. Research scientist at the MATRIX AI Consortium. Johns Hopkins PhD.

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Research

Minimizing and quantifying uncertainty in AI-informed decisions: Applications in medicine

PNAS · 122(34), e2424203122 · 2025

Universally Consistent K-Sample Tests via Dependence Measures

Statistics & Probability Letters · 216(1) · 2025

The Chi-Square Test of Distance Correlation

JCGS · 31(1) · 2022

All publications (16)

Software

A multi-agent AI tool that helps emergency physicians work through difficult cases at the point of care.

Talks

An AI-Based Model for Trauma Care with Field and Policy Implications

2025 · 10

BMES Annual Meeting · San Diego, CA

Generative AI for Biomedical Decisions

AIM-AHEAD · MATCH DICB · Virtual