Lab

The hands-on side of the work: tools I built, research I published, prompts I use, and one product.

• Experiments

  Browser tools and prototypes built for my own work. They run locally, are free to use, and come without support.

• Research

  Independent AI experiments and published academic work in computer vision, biometrics, and AI security.

• Agents & Prompts

  Instructions refined through real use, available as plain prompts, agent files, or SKILL.md packages.

• Sonora

  Transcription on your own computer. A small browser application; the speech recognition runs on the laptop and the recordings stay there.