·POC
Proofs of concept
Three things I'm building.
Each one is a working prototype, not a product or a company. Click in for the details, decks, demos, and current status. Updated as we go.
01 · Privacy
Avarna Privacy Gateway
A drop-in privacy gateway between your app and any LLM provider. Three-layer PII detection, encrypted entity graph, sub-second round-trip.
02 · Markets
Stock Predictor
A research POC for testing whether modern ML can find tradable edges in public market data — and what it would take to put that edge into a real workflow.
03 · Agents
Secure Multi-Agent Framework
A substrate for cooperating agents that treats security and privacy as first-class concerns — not afterthoughts bolted on at the demo stage.