Now

Building practical tools for support workflows, automation and internal processes because I keep finding things that could work better.

Testing a local AI desktop assistant that combines voice, local models and tools into something I can actually use.

An offline-first app for keeping track of household inventory, shopping, appliances and subscriptions.

Figuring out where AI actually improves my workflow instead of adding another layer I have to babysit.

Learning how far I can push useful local models, RAG and tool calling on my own hardware.

Getting better at building maintainable interfaces instead of just making things that happen to work.

Looking for repetitive work I can remove, shorten or hand over to code.

I usually have more ideas than time, so there is almost always a prototype or side project forming somewhere.

Usually somewhere between competitive games and getting far too invested in whatever progression system has my attention.

Websites, videos, tools or random concepts: I like turning an idea into something tangible.

When something grabs my attention, I tend to keep pulling at it until I understand how it works.