Data engineer by day, homelabber by night.

I'm Samuel, a data engineer. I like taking data from wherever it lives and getting it to where it's useful, ideally without anyone noticing it moved.

If I have to do something twice, I automate it. If I want to break something safely, I build it in my homelab first: containers, dashboards and far too many YAML files.

This site is where I write up what I build, what broke along the way, and what I'd do differently next time.