Other Projects
Selected coursework, hackathons, experiments, and earlier projects that show range beyond the main case studies.
Coursework
University of Bristol Innovation
Europe's top-ranked university entrepreneurship course.
BECCS Innov (82%)
Supply chain report (PDF)Discovery to venture design for a carbon-removal supply-chain venture. Ran customer interviews to find where pre-order deals collapse, built tiered pricing from buyer willingness-to-pay, and shaped an execution roadmap to first revenue.
GCP Marketing Plan (78%)
Marketing plan (PDF)Go-to-market plan covering segmentation, positioning, and channel strategy, written as part of the same innovation programme.
Side work
Other
AI Tinkerers Hackathon, Monzo HQ
Built a research-paper graph visualiser solo in a single day. Placed fifth out of around fifty teams and was selected for the final judging presentation.
TF2 Trading at 15
Turned a £20 starting bankroll into roughly £800 over three months by identifying mispriced TF2 item inventories, spread inefficiencies, and short-lived upgrade/downgrade arbitrage opportunities. Early exposure to market inefficiency, position sizing, and edge decay.
TABS YouTube Channel
Grew a TABS YouTube channel to 10k subscribers at 14 by producing custom battles, patch breakdowns, and update-led content. Used YouTube Creator Studio data to identify trending topics, improve thumbnails/titles, and optimise CTR. Now defunct.
Geoffrey Hinton Lecture
Attended Hinton's lecture in Bristol on scaling, representation learning, and the trajectory of modern AI systems.
More code on GitHub.