Projects

I sometimes work on fun side projects. I’ve included a subset of these below.

Completed

• physNet - Web app designed to help physiotherapists assess their patients Tensorflow.js, Computer Vision, p5, ml5, node.js
• What’s your problem? - Web app built for Upping your Elvis, Hackmed 2020 winner Tensorflow, flask
• th3g00d.space - Web app for gesture based passwords, HackSheff 2019 winner Tensorflow, Computer Vision, flask, Google Cloud
• Learning ASL using Transfer Learning - Web app for using transfer learning to recognise ASL for text based adventure game, HackCov 2019 winner Tensorflow.js, Computer Vision, flask
• Conquer the World \ - Native app for a multiplayer, geocaching inspired game where players compete to claim the most territory.
• Spinning Up in Deep RL
• \ - Worked through most of the curriculum (inclduing implementing PPO).

Technical Writing

• ML Approaches to Dementia Assessment - (peer-reviewed publication) supervised by Dennis Wang.

• Agent-based modelling and multi-agent systems - highest mark in class.

• On and Off Policy Approaches to Reinforcement Learning In Chess - highest mark in class.

• Classification of the EMNIST Dataset via Competitive Learning

• Biologically Inspired Spiking Neural Networks for Signal Processing and Classification - undergraduate dissertation supervised by Professor Daniel Coca, 2nd highest mark in my department for my cohort.