Portfolio

This is the usable portfolio: live tools, bots, research software and case studies in one place. Where a project is deployed, the card launches the real thing. Where the work is research infrastructure, the card links to the case study or source.

Company roles and private client work are deliberately omitted. The emphasis is on skills, systems and public evidence: vision, audio ML, document agents, verification, bots, HCI and reproducible research.