Writing
Notes, build logs, and lessons from the projects on this site. Coming soon.
How I rebuilt duplicate detection with multi-signal hashing
Draft · why one perceptual hash isn't enough for messy real-world photo libraries.
Turning PDF executive reports into clean HTML dashboards
Draft · the small pipeline that saves me a day every quarter.
A pragmatic FastAPI + Next.js setup for AI side projects
Draft · the exact folder structure I keep reusing.