Product designer and design engineer focused on design systems and human-centered AI tools. I build and run what I design: deterministic code does everything it can, the model gets the smallest trustworthy job, and human approval sits where the consequences are. Recent work includes an in-house AI video pipeline that replaced 3–5 hours of manual work a week, Ghosted, an AI resume-tailoring product in private beta, and a Payload CMS that two non-technical editors run every day.