Portfolio
Research and projects, newest first.
- Risk-Controlled Regime-Adaptive Optimization for Variational Quantum Algorithms A measurement-efficient scheduler for training variational quantum circuits when barren plateaus flatten the gradients. It uses a χ²-calibrated sequential test to tell plateaus from informative regions, with explicit risk control, and comes with bounds on plateau exit times and linear convergence in informative basins.
- Page4Change A literacy charity with an AI platform. 30 partner schools, more than 2,000 students reached, and a team of six.
- Polymarket trading bots Algorithmic trading and research on prediction markets.
- CanSat A satellite-in-a-can built to be launched from a rocket.