Projects

Here’s a selection of things that I’ve built or worked on.

For my other contributions and stuff still in progress, check out my GitHub.

Can Machine Learning Beat the Bookies? ↗ ↖

Machine Learning Sports Betting Streamlit XGBoost

Built a machine learning model to predict football matches, tested it against bookies, and even made a small profit—all powered by data and curiosity.

Creating a Notes Chatbot ↗ ↖

AI Agents Chatbot Development Streamlit Knowledge Management

I used the OpenAI Agents SDK to build a personal chatbot that reads and responds based on my notes. Streamlit handles the UI, making it easy to chat with my knowledge in real time.

Extreme Rainfall Modelling ↗ ↖

Bayesian Statistics Machine Learning Climate Modeling Data Fusion

My master’s dissertation investigating using Bayesian Additive Regression Trees (BART) to model extreme rainfall across Nepal. This work was completed in associated with the MetOffice.