Senior Data Scientist at BMW Group, based in the New York area.

I build ML systems and AI agents for things that have to actually work, clinical EHR operations, automotive safety, and the unglamorous infrastructure underneath both.

Most of what I make ends up in production at companies that care more about reliability than novelty.

Outside of the day job I tinker.

Cold-outreach pipelines, daily LinkedIn carousels generated by an agent, an Instagram bot that I keep meaning to retire. Small tools that automate the parts of life I don’t want to do myself.

I write occasionally about what I’ve learned, usually after I’ve broken something twice.