My Projects

Facebook Messenger Data Part 1: Latent Dirichlet Allocation

Identification and classification of topics in Facebook Messenger conversations using Latent Dirichlet Allocation (LDA).

Gender Classification using PyTorch

Gender Classification

Neural Networks

Classification of faces into genders using a convolutional neural network with residual layers.

Analysis of My Spotify Data

Categorisation of my Spotify listening history using k-means clustering.

Honours Thesis: Stochastic Volatility

Research involving stochastic modelling to compare constant and stochastic volatility under geometric Brownian motion.