I build AI systems, and lead the teams that ship them.

I'm a software engineer with a background in math and statistics, and I've always been pulled toward the general solution instead of the one-off fix. For the last few years, that's mostly meant AI.

At Robinhood I build LLM systems for financial-crimes investigations: greenfield pipelines that read, summarise, and classify the way an investigator would, plus the AI tooling my own team uses to move faster. Alongside that, I've led the larger projects: a self-serve detection platform, the EU and UK crypto-screening launch, and the in-house stack that's replacing our Actimize vendor for filing reports to regulators. Each one was a cross-team effort I designed and drove.

Earlier on, I led inventory systems through a company-wide ERP migration at Google and broke a monolith into services at SPS Commerce. Different problems, same throughline: leave the people around me faster and better-equipped than I found them.