Projects
A series of projects I’ve worked on.
Machine Learning Knots Tutorial
This is a introductory Jupyter notebook on machine learning methods. In particular, the examples carried out here aim to get one up to speed with ML concepts such as feed-forward neural networks, long-short term memory networks, decision trees and K-nearest neighbour models in PyTorch and SciKit-Learn.
Mar 15, 2025
Spot-a-Knot Game
Spot a Knot game for teaching the difficulty in discerning topological objects (specifically knots) from one another for the general public featured in Physics World magazine.
Apr 23, 2024