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If you're working on Bitcoin forensics, blockchain analytics, AI interpretability, or responsible AI — I'd like to hear from you.

Primary

The best way to reach me. Tell me briefly what you're looking for.

Professional

Connect or message. Good for research collaboration and intros.

Response time

Usually sooner, always with a real answer.

Location

Open to remote collaboration.

Before you write

What I'm up for

Heuristic validation, dataset sharing, methodology critique — happy to compare notes with anyone working in this space.

Especially the parallels with blockchain transparency — where heuristics work, where they don't, and what the gap means.

If something in Bitcoin Heuristics Field Notes sparked a question or disagreement, send it over.

I respond within 24–48 hours.

The projects page covers TrailBit Labs, TrailBit.io, PLA Health, and the open-source experiments behind them.