I build to understand what is becoming possible.
After decades inside critical infrastructure, I left in 2025 to work closer to my own questions.
I started exploring AI in 2019 — studying neural networks and building classifiers and anomaly detectors. Today, much of the work involves LLMs and agents: exploring decentralized intelligence, Bittensor, markets, privacy, discovery, reflection, and trust.
I test ideas by making them real, and I invest from what I learn.
The common thread is understanding systems — technical, economic, and human — and how they change.
Occasionally, I advise serious builders and investors who want an independent outside perspective.
Over time, I want this site to become a place for small, serious conversations with people exploring similar questions.
What I'm exploring
- Decentralized AI and Bittensor
- AI-native systems
- Investment intelligence and markets
- Privacy, trust, and confidential systems
- Tools for thought and reflection
- Human systems, attention, and change
Work
Working systems, experiments, and personal tools from my current chapter. Some are public. Some are private.
Explore the workSelective advisory
I take on a small amount of advisory work — not generic consulting.
Best fit: serious builders or investors working near AI, infrastructure, crypto, analytics, privacy, markets, or complex systems.
Most useful when the question is strategic, technical, or ambiguous — and benefits from an independent perspective rather than simply more execution.
Not a fit: agency work, coding-for-hire, generic consulting, or projects that only need more hands.
If something here resonates, reach out.