Building

A rotating set of experiments.

Some become products. Some become essays. Some quietly disappear — which is also a result.

FreezeOps
Active
An operating layer for high-stakes change windows, migrations, and incident freezes — without losing institutional momentum or audit posture.
BidLens
Alpha
AI-assisted analysis for institutional RFPs — surfacing scope drift, vendor risk, and hidden dependencies across long procurement documents.
Voice2Sign
Prototype
Real-time voice-to-sign-language translation for hybrid classrooms, town halls, and public communication.
Research Automation Lab
Ongoing
Agents and workflows for accelerating doctoral and applied research pipelines — retrieval graphs, structured prompts, and review agents.

FreezeOps