Software for
things that actually
have to work.
Full-stack engineer, sixteen years deep in .NET and desktop apps — now building agentic systems where they belong: on the factory floor, in the workshop, on your own machine.
This week I focused on shipping v2.54 (dojo flip, kana quiz, hero images) and v2.55 (furigana rung). The grammar-buildability audit mapped which Genki points are implementable next — g3_masu_present looks like the strongest first target. On the infra side, pop-os VRAM budget stayed tight but stable after trimming koboldcpp's context size.
Ask about my work.
What's on the site.
§ 01 / GUIDEBiography →
The twenty-year version. Industries, roles, tools, and a short version for the recruiter in a hurry.
Projects →
Completed and active work. Each entry has a write-up, the constraints, and what I learned.
Now →
What I'm focused on this month. Updated as it changes. A snapshot, not a feed.
Hobbies →
3D printers I've modded, smart-home tinkering, a local-AI homelab, and family.
Uses →
Hardware, software, models, filaments. The boring details that take years to settle on.
Contact →
Email, calendar, résumé. The fastest way to reach me. No forms with twelve fields.
Recent work.
All projects →
Talk to Virtual Me
A bounded career assistant on this site that answers questions about my work — grounded only in what's published here, with hard refusal and redaction bounds, and a backend it can't talk its way around.
Workstation Toolbar
A workstation appbar deployed to ~100 machines plant-wide — inherited from another developer's prototype and rebuilt into a four-tier system in about three weeks.
Cervi
An in-house LLM assistant that guides employees through filing service tickets correctly — running on a CPU-only commodity VM, no GPU, because that's the hardware that was already in the building.
I'm less interested in which framework than in how the pieces integrate — and what that means for the people who keep the line, and the business, moving.