Experience + hackathons
The work behind the work - the roles I've held as an employee, and the things I've built at hackathons. Kept separate from my research and my consultancy.
Roles I've held as an employee - separate from my own consultancy and my research. Data science, ML and AI engineering across NLP, large language models, and automation.
AI hackathon builds and the awards they earned - rapid prototypes shipped under deadline, independent of any client or employer work.
Best Implementation of Nemotron
A private, on-device, voice-first civic concierge for London. Ask in plain language where you vote, find the nearest accessible toilet, or get safe walking routes - grounded in real council open data, processed entirely on the device, with nothing sent to the cloud. Built in under 24 hours.
A two-day data analytics hackathon hosted at Rolls-Royce in Derby and run by Projecting Success and the Project Data Analytics Community, where small teams tackled real project-delivery problems with data and AI.
A Microsoft AutoGen multi-agent tool that classifies text by industry, generates both detailed and simplified summaries, and scores how readable a piece is for a target audience. Built in a 24-hour hackathon.
An experimental AutoGPT and LangChain security toolkit that uses AI agents to automatically probe networks and systems for vulnerabilities and draft remediation reports.
These are the highlights - I take part in online hackathons more regularly. See my lablab.ai profile