Work
Built and shipped.
A public app you can try, a peer-reviewed ML paper, a talk, and a book.
Live app
Drug Repurposing Explorer
A knowledge-graph model that ranks repurposing candidates for approved drugs, each with the graph path that explains why. Public, no login. I designed the architecture, built the model, and shipped the app end to end.
Try the demoPeer-reviewedScientific Reports 2025
First-author paper: Self-supervised learning reduces label noise in sharp wave ripple classification. Methods proven on real biological data at scale.
Read the paperTalkDrug repurposing with AI
IAAM meetup, Marseille, July 2026. From knowledge graph to explainable prediction, demonstrated live. Slides and notebook to download.
Slides & notebookBookAI in Healthtech Without the Hype
A practical book for teams building healthcare AI: what works, what quietly breaks, and how to ship past the POC stage.
Read the book