Projects
A collection of fun things I've worked on, volunteered for, hacked and tinkered with. If you're an organisation seeking a consultant for geospatial/machine-learning/data-analysis work (pro-Bono if you're involved with anything altruistic/charitable), get in touch.
All projects
Most recent first
Data consulting
The price of space: rent per square metre across England & Wales
YIMBY Alliance
Dec 18 2025
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I built the dataset behind YIMBY Alliance's map of median rent per square metre for every local authority in England and Wales.
Hackathon
Forecasting housing delivery at the Local Government Innovation Hackathon
MHCLG · GDS · i.AI (Leeds)
Apr 30 2025
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Our team won an honorary mention (4th of 25) for forecasting future housing delivery and affordability — and its determinants — at local authority level.
Volunteer research
What happens to the harvest after a nuclear winter?
ALLFED
Oct 3 2024
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Volunteer research for ALLFED: quantifying how crop and grass yields change, country by country, under different nuclear-winter soot scenarios.
![Thumbnail for []HatGPT](/assets/projects/hat-judge.jpg)
For fun
[]HatGPT
Personal
Jul 1 2024
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A tablet clamped to a hard hat that ran real object-detection to 'judge' other people's hats and award them scores.
Civic tech
Turning election leaflets into data with GPT-4 Vision
Campaign Lab
Feb 27 2024
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An LLM-powered pipeline that scrapes UK campaign leaflets and parses the images into structured, analysable data.
Personal
Groomsfolk Solar System cufflinks
Personal
May 1 2023
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I designed a minimalist representation of a snapshot in time based on the relative positions of the plants in the solar system, to engrave onto cufflinks for my groomsfolk.