Writing

Notes & essays

Build logs, things I'm learning, and the occasional opinion. Mostly multimodal models, computer vision, and whatever side project has my attention.

Jun 16, 2026 ·14 min read

I got two parking tickets, so I trained a VLM

A week in San Francisco, two parking tickets, and a small vision-language model I taught to read stacked parking signs and tell you if you can legally park.

#machine learning
#multimodal
#vision-language models
#side projects

Jun 9, 2026 ·3 min read

Building AURA FC: turning soccer footage into live AI commentary

What I learned wiring up a real-time pipeline that watches a soccer match, figures out what just happened, and commentates it back to you live.

#computer-vision
#build-log
#football