Now

Current areas of focus

Systems, workflows, and product questions I’m spending the most time on right now.

Backend product engineering with strong data and reliability foundations

I’m interested in the implementation details, product tradeoffs, and operating model behind this area.

Evidence-backed AI features where source fidelity and product UX both matter

I’m interested in the implementation details, product tradeoffs, and operating model behind this area.

Payments observability and reconciliation-aware system design

I’m interested in the implementation details, product tradeoffs, and operating model behind this area.

Public-data and hobby products that turn noisy topics into clear software

I’m interested in the implementation details, product tradeoffs, and operating model behind this area.