02 — projects

Work &
Case Studies.

A few things I've built. More on the way.

2026 · multi-agent llm case study

Polysignal-BTC5 — can structured AI beat the crowd?

A multi-agent debate system — momentum analyst, contrarian, and judge — that predicts Bitcoin's next 5-minute move on Polymarket prediction markets. The case study includes a live dashboard rendered from the actual session DB.

54.9% directional accuracy
0.2490 brier score
+14.72% simulated roi · 110h
326 trades evaluated
view live dashboard + case study →

More case studies, notebooks, and write-ups in the works.

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