I build things when the available options are missing, awkward, or insufficiently self-hosted.
Around here you’ll find developer tooling for Gitea Actions, on-demand GPU transcription for Speakr, monitoring exporters, backup tooling and several questionable homelab rabbit holes.
Professionally, I work with organisations to understand complicated operating environments and carry data and AI initiatives from discovery into delivery and adoption. Here, you’ll mostly find the things I actually build.

