Selected work · 2025–2026

Systems tested against reality.

Projects and competitions where the result matters, the method is inspectable, and weak evidence stays visible.

competition

Fullhouse Poker AI

An adaptive six-player no-limit hold'em agent built through reproducible simulation, opponent modelling, and deliberate rejection of strategies that failed under pressure.

  • Python
  • Simulation
  • Opponent modelling
  • Game theory

system

Market-data operations toolkit

A tested workflow that classifies real exchange notices, resolves affected infrastructure through a typed dependency graph, and routes cases with explicit confidence and escalation rules.

  • Python
  • D3
  • Typed graphs
  • Held-out evaluation

competition

IMC Prosperity 4

Built and tested strategies across market making, order-book microstructure, time-series analysis, backtesting, and game-theoretical decision-making.

  • Python
  • Backtesting
  • Microstructure
  • Game theory

research

Astronomy data project

Analysed the Milky Way's vertical stellar distribution with Gaia DR3 and ADQL under PhD mentorship as a high-school computer-science research project.

  • Python
  • Gaia DR3
  • ADQL
  • Statistical analysis

Most memorable proof

Want to see how it behaves?

The poker bot runs locally in your browser. No account, server, or staged outcome.

Play a hand