Open source, research & useful systems
A selected collection of software and research projects. Each one begins with a technical problem, but the interesting part is what it lets people understand or do.
Selected projects / 02
Click a project to read the story behind the repository.
experimental output30-mode reconstruction / original ERA5 fieldFinding the small structure inside datasets too large to treat as small.
An open-source Python package for SVD-based reduced-order modelling of large, labelled datasets, using Dask and Xarray to keep the computation practical.
experimental outputoriginal / reconstructed EEG signals / shared concept-space neighbourhoodsAsking what visual information survives in a noisy measurement of the brain.
An MSc research project aligning EEG and image representations, then testing what generative models can reconstruct from that shared latent space.
Tools that reveal how a complex system behaves instead of asking people to trust a black box.
Software becomes more interesting when other people can question, adapt and extend it.