Speech, transcription, inference tooling, and browser interfaces designed to run on hardware you control.
Builder, operator,
professional edge-case finder.
Software engineering, self-hosted infrastructure, AI systems, gaming, and just enough visual obsession to make the dashboards pleasant.

Useful systems.
No mystery required.
I build the systems behind this site: private infrastructure, automation, game and media services, and AI tools aimed at real problems, not another cloud subscription looking for a reason to exist.
Hangry Labs is the open-source side of that work. Projects arrive with practical interfaces, APIs, Docker packaging, reproducible paths, and hardware notes that say what was actually measured.
Containers, reverse proxies, observability, automation, and the unglamorous details that keep services dependable.
Clear setup guidance for newcomers and honest implementation detail for the people who want to go deeper.