Projects

Case studies with the numbers left in.

Machine-learning and optimisation research, trading-system engineering, automation and a couple of live web products. Each one says what worked, what did not and how it was measured.

Recorded 15-minute SOL window: the Binance ask (blue, left axis, 78.4 to 78.9) plotted against the Polymarket Up bid (orange, right axis, 0 to 0.9) over 900 seconds

Market systems2025–2026Stopped

Polymarket trading systems

Prediction-market research: a dataset builder, a 15-minute bot and a Rust + Python HFT recorder.

Machine learning2025Published

Gym exercise recognition from IMU data

A CNN-LSTM that recognises gym exercises from wrist-worn motion sensors.

Diagram of the Grey Wolf Optimizer: the alpha, beta and delta wolves guide the pack towards the prey.

Optimization2024Completed

Grey Wolf Optimizer for job shop scheduling

MSc thesis: an improved metaheuristic for scheduling jobs on machines.

Web product2026Live

TempoParking

A live directory of 15,000+ car parks in Spain, built and run with AI agents.

tempoparkings.com

Web product2026Live

Moduly Homes

A live comparator of 1,137 prefab home models, with a source for every figure.

modulyhomes.com

n8n workflow that collects housing listings, with duplicate removal, a per-listing loop, an error stop and random delays

Data engineering2025

House prices from scraped listings

An n8n scraper and a baseline price model for 500+ local housing listings.