Note: Most of these are made for fun.
Some Structures in Transformer Architectures
Representing decoder-only transformers using Kronecker products to reveal interpretable linear algebraic structure and the introducing the phenomenon of superposition in high-dimensional vector spaces.
The Art of Attention
Cool plots created from a dynamical system inspired by self-attention mechanisms.
Stargazr
A modern stargazing assistant that provides personalized recommendations for the best nights to stargaze, combining astronomy, weather, and light pollution data.
Differential Privacy in Federated Learning
Integration of Differential Privacy into a Federated Learning framework using the MIMIC-IV dataset to enhance patient privacy while maintaining model performance.
Visualize your Spotify Taste
A web application that integrates with the Spotify API to analyze and visualize your music taste, featuring track analysis and abstract mosaic generation.