Healthcare AI - Applied Research & Consulting

I work on usable artificial intelligence & machine learning in healthcare, both in research and in practice. It can be a mess, but occasionally it’s clean and simple.

My current interests include causality and its intersection with RL for clinical use, and strengthening large language models for use on biomedical documents. Previously, I designed and built systems to transcribe clinical audio, to detect anomalies from EMR notes, and to structure multilingual documents.

I’m fascinated by automating logistics and operations, and I’ve worked on it at a number of medical startups.

Before healthcare, I studied distributed systems and unfathomable seaweed bundles at UIUC.

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