Shipping privacy-first, compliant AI features and building RAG systems. Worked on a range of projects - from critical platform components (Security, APIs, MCPs, etc) to user experiences on Windows.

Shipped 12+ experiments improving adoption and monetization across Windows; scaled experimentation org-wide.

Owned the VS Project System serving millions of developers; led 100+ customer interviews to drive roadmap decisions.