Projects

Longer pieces of work, each one tied to a specific problem or question I wanted to investigate properly.

World Cup Predictor
A goals model that forecasts the 2026 World Cup, fitted only on results from before it.
Poisson Python forecasting
Jul 2026
Neural Network Inverted Pendulum Controller
From scratch imitation learning controller for swinging up and balancing a cart-pole.
Python neural networks control theory
Jun 2026
Cellular Potts Model
Lattice-based Monte Carlo simulation of cell-sorting behaviour.
Monte Carlo MATLAB mathematical biology
Apr 2026
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