Deep Learning Projects

Research Internship - Durham University Computer Science

Implemented and evaluated deep learning classifier models on novel 3D eye tracking dataset (EDVAM).

Performed data analysis and visualization, including path segmentation and clustering.

Exponential Tilting with Energy Based Models

Fourth year dissertation project, researching state of the art applications of the exponential tilting technique. Particularly in relation to VAEs and Normalizing Flows.

Deep Learning and Reinforcement Learning Coursework Y3

Coursework project implementing and evaluating a generative model to produce hybrid animal images. As well as a reinforcement learning model implementation (Rainbow) for the Atari game Gravitar.

A Pegasus (nearly)