Projects
Projects
RAG pipeline that parses 243 EU food regulations, routes products to applicable laws deterministically, and extracts compliance checklists with zero hallucinations.
Analyses 2.57M EU food products to identify where retailers can launch health-positioned private label products into underserved nutritional gaps.
Multi-source data pipeline and hybrid recommendation engine that identifies underserved game niches on Steam, scoring 140,000+ market opportunities with revenue estimates.
JobSearch Agent
AI-powered CLI tool that automates job hunting: searches the web for relevant positions, intelligently filters based on your background, and generates tailored cover letters as professional PDFs.
Fraud Detection
Cost-sensitive fraud detection achieving 97.4% AUC and $447K annual savings. Features time-based CV and business-optimized thresholds.
A data viz project to create an interactive world map showing wine imports and exports. Can also map other traded commodities using the UN's Comtrade data.
TAORG
The Animal Opposite Rhyming Game is a game I've been playing with my children for years. I decided to make a wordle-style web app based on it. Have a go!
Macaroni
SaaS product for SEO productivity incorporating ML features. I developed the backend (Python), database (BigQuery) and prototype frontend (Retool) whilst working at Blink SEO.
JobMaster
A job-queue system for triggering backend Python tasks from a web application. Created whilst working at Blink SEO to fill a need for a scalable and reliable system with a flexible API.
PyGoogalytics
A Python package for standardising and exporting Google Analytics, Google Ads, and Search Console data as a Pandas DataFrame, ready for analysis or storage. Created whilst working at Blink SEO.
Analytical foundation for power spectrum indicator. Proves robustness against trends and periodic oscillations. Applied to paleoclimate ice-core data. Published in ERL.
PhD research on detecting early warning signals for critical transitions. Developed novel methods applied to climate data and tropical cyclones. Published in EPL, Chaos, and ERL.
Multivariate EWS
Extending early warning signals to multivariate and gridded data. Developed stochastic hurricane model and spatial analysis methods. Published in Chaos.
Novel power spectrum scaling indicator for early warning signals. Applied to tropical cyclone prediction where traditional indicators fail. Published in EPL.
MRes thesis on adaptive mesh generation using optimal transport and the Monge-Ampère equation. Developed a novel parameter-free linearisation method for numerical weather prediction.
PrettyMath Games
A series of games I made during my time teaching Maths to High School students.
Digraph Explorer
A tool for my undergraduate dissertation. Explore directed graphs and calculate the number of paths through them.