About Me
As a recent physics graduate, I am passionate about applying scientific principles to solve real-world problems. My projects focus primarily on machine learning and data science.
I am always eager to learn and collaborate on exciting new projects!
My Projects
Reinforcement Learning for Cancer Treatment Plans
Developed a RL alggorithm alongside NHS Christie Hospital to optimise treatment plans for cancer patients
AI Negotiation App
Developed an AI negotiation app in a react framework using the OpenAI API. User can receive specialist advice for a situation and expert responses
Reinforcement Learning Trading Bot
Built a trading bot that uses reinforcement learning to make trades based on historical data
Premier League Match Prediction Model
Built a model that predicts the outcome of Premier League matches with 80% accuracy based on historial data and match results
ML and Data Cleaning Porject on Global WHO data
Cleaned and analysed global WHO data, adding in additioanl data from other sources to produce a model that predicts the life expectancy of country with an R^2 of 0.96