I run Hack Days: shaping the program, working with local organisers, and building a format communities can use to bring developers together.
Coached more than 25,000 developers as an onsite technical lead. Delivered workshops and live demos on developer tools and AI concepts for partners including Google, ElevenLabs, and GitHub.
Modelled extreme AI liability across statistical, economic, and regulatory constraints. Supervised by Gabriel Weil at the Institute for Law & AI.
Built transformer and reinforcement learning models to study failure modes and model risk, including LLM self-recognition and multi-agent dynamics.
Migrated SQL workloads to BigQuery, cutting one runtime by more than 95%. Worked with policy teams on publication of zero-emissions vehicle data.
Researched black-box models in insurance supervision, built NLP visualisation tools, and created a data science learning pathway for 1,500 colleagues.
Volunteer support for student events across the UK, including direct participant support and training for event staff.
Designed client-facing software solutions, managed delivery, and presented the work to IBM stakeholders.