Jayson Stemmler

Data scientist by trade. Off the clock: watch enthusiast, homelabber and self-hoster, hobby photographer, outdoor enthusiast — and a heavy Claude user.

This site is where I write down the fixes that took real digging and the practices that have held up over years of running my own infrastructure, and more recently, of working with Claude.

Things I've built live on the projects page. The rest of the code is at github.com/jdstemmler.

Opinions here are my own.