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A selection of my hacky technical solutions to some very real problems.
A self-hosted job application workbench that drafts a whole application from a bank of career evidence.
active · Since August 2026
A self-hosted daily news essay: around 80 sources read, triaged and written up with citations before 06:15.
active · October 2026
A job-match service that reads job boards and alert emails, screens vacancies against my CV, and passes the good ones to Jobsworth.
prototype · October 2026
A training log and a heavy bag coach for my phone, built to work together and run on my home server.
A hackathon prototype predicting His Majesty's Inspectorate of Constabulary and Fire and Rescue Services (HMICFRS) performance ratings for police forces, from historical Home Office data.
archived · May 2025
An interactive metro-map simulation of the UK's AI talent pipeline, showing how education, labour-market, and immigration levers shift the national AI talent pool.
prototype · June 2026
A demonstrator for the follow-on platform for the Skills Boost website, with AI-generated learning pathways, SCORM support, and a full admin CMS.
prototype · July 2026
An LLM-driven policy classification and analysis pipeline with an interactive visual dashboard, tested on a large MOD policy document with hierarchical structure, cross-references, and content classification.
archived · August 2025
Fast, content-managed brochure sites built in Astro for people in my life—a coaching newsletter site and an artist's portfolio.
active · June 2025 and April 2026