Enterprise SaaS Platform

Owned features end to end across a high-traffic product: data modeling and services on the backend, considered UX on the frontend, and shipped AI capabilities - retrieval and agentic flows - that people actually depend on in daily work.

Mid-scale Product Company

Designed the data and service layer for a growing platform - the kind of foundational work that decides whether a product stays fast under load. Stepped in wherever a problem was hardest, from schema design to delivery.

Product Startup

Wore every hat a small team needs: built product surfaces, wired up infrastructure, and learned whatever each problem demanded to keep shipping. Reliability under ambiguity became the habit here.