I work best at the seam between product and systems.

I’m a senior full stack engineer with a background in Rails, TypeScript, SvelteKit, cloud infrastructure, and AI product workflows. I care about the unglamorous parts that make AI features reliable: queues, retries, latency budgets, eval loops, and human review states.

My recent work focuses on agentic workflows, RAG-backed interfaces, low-latency audio interactions, and product UI that makes model behavior understandable instead of mysterious.

Before software, I studied fisheries and ecosystem thinking. That bias still shows up in how I approach systems: map the feedback loops, reduce hidden failure modes, and make the important signals visible.