Blog
Writing & notes
I occasionally write about building products, engineering systems, and the lessons I'm learning along the way.
Building products with AI without losing craft
How to use AI tooling as an accelerator for thoughtful engineering instead of a shortcut.
AI · Engineering · 4 min read
Feb 2026
Why clear interfaces feel faster
A short note on spacing, hierarchy, and why calmer UI is often the better UI.
Design · UX · 3 min read
Jan 2026
A practical ML learning path for software engineers
From linear algebra refreshes to shipping a fine-tuned model — a roadmap that respects your time.
ML · Learning · 6 min read
Mar 2026
Notes from 24-hour hackathon sprints
What actually wins in short sprints — scope cuts, demo paths, and team roles.
Hackathons · Product · 5 min read
Feb 2026