Product manager by day, automation builder by night.

I make tools that eliminate the boring parts of product work — data prep, research setup, competitive tracking — so teams can focus on the thinking, not the busywork.

Automate your user interview prep with Calendly + BigQuery + Feishu

The moment a user books an interview slot, your team gets a full behavioral brief — subscription status, activity data, AI-generated insights, and a randomly assigned interviewer. Zero manual prep.

FastAPI BigQuery Groq Feishu Calendly Render

• Product-led automation (turning manual PM workflows into bots)
• AI applied to user research and product ops
• Building in public

More tools coming. Watch this space.