Four independent signal layers, one convergent thesis.
Geopolitical and market intelligence fused through Bayesian posterior updating, with a 59-tool AI analyst, a game theory engine, a live war room, and predictions you can actually hold it to.
Eight core systems, each production-grade on its own.
59-tool AI analyst
A superforecasting protocol that requires five parallel tool calls before assigning a probability, regime detection before every analysis, and forced engagement with the strongest counterargument. Every thesis gets challenged by a separate red team prompt.
Game theory engine
Real-world strategic interactions modelled as N-player sequential games with incomplete information, and payoffs that update live as conditions move. Ten scenarios running at any time.
Intelligence briefings, not vibes
Structured briefings with executive summaries, situation assessments, risk scenarios and trading actions, tagged by signal layer and instrument so they can be scanned quickly.
Prediction engine
Auto-resolution, Brier scoring and calibration feedback, so the platform gets measurably better rather than just louder.
Live war room
A real-time map with ADS-B tracking, chokepoint monitoring and escalation detection, so the geopolitical layer is something you watch rather than read about later.
Direct broker integration
From a thesis to a position without retyping it into another window.
The geopolitical layer detects a military posture shift in the Strait of Hormuz. The OSINT layer picks up unusual vessel rerouting. The calendar layer flags an OPEC meeting in 48 hours. The market layer shows unusual call buying in oil futures. Four independent signals, one convergent thesis: supply disruption risk is elevated. The analyst turns that into a briefing with confidence scoring, and the prediction engine tracks how it actually played out.
- Next.js 15
- React 19
- TypeScript
- PostgreSQL
- Anthropic Claude
- Voyage AI
Strictly a portfolio, for now.
I'm not taking on client work right now, so this site is just here to show what's been built. The full portfolio has games you can play, products you can use and the stories behind the bigger systems.