Research paper that proposes and evaluates a new turn-taking model for spoken dialogue with a particular focus on simulatenous dialogue acts. Publised for the 2024 SemDial conference.

Program written in C++ that generates images from a custom JSON file. It uses a Phong reflection model as well as a sampling-based light tracing model. Objects can be reflective, refractive and have rough textures.

A clone of the Flappy Bird game that is controlled by a reinforcement learning model. The model is trained using the NEAT algorithm which is a genetic algororithm designed to evolve neural network weights and topologies.

Full stack project that incorperates streamed data from the Twitter API and analyses sentiment in individual tweets in order to determine the overall sentiment in a certain stock.

Simulation of the Singapore MRT system based on census and travel data. The simulation aimed to predict the number of passengers on individual trains and as such, find methods in which to alleviate congested periods.

An implementation of chess in Python & Pygame. A custom chess engine is also built in to allow the user to play against an engine opponent.