Independent work
Independent projects give me room to explore software, information design, and AI systems outside production work. Some are working applications, while others remain experiments or concepts. Their status is shown plainly so a learning build is not mistaken for a deployed product.
Paused learning build
A source-grounded learning build exploring deterministic readiness checks, retrieval, citations, and controlled language-model interpretation.
Working invite-only MVP
A working invite-only MVP for recording, connecting, searching, and sharing ideas and reference material.
Active hardware experiment
An active hardware experiment exploring how local signals could make completed machine cycles visible where personnel are present.
The sensing method, reliability, and operator value remain to be tested.
Early concept
An early human-centred concept exploring how AI might help with a deeply difficult problem affecting ordinary people.
It has not been built, tested, clinically reviewed, or validated.