2026 · optimisation
12 verified improvements to best-known values in Erich Friedman's Packing Center, across ten cells and four tables (two of them records that had stood since 2007)! Each packing is reconstructed from the incumbent's published image, then converged exactly: freeze the contact topology, solve by SQP, repeat. Every claim was reproduced blind by a third-party verifier.
2026 · computational biology
The parallelisation and batching layer for protein folding models, all inside Claude. 28 MCP tools and five skills over a Cloudflare Worker, a SQLite database and an object store, running on your own machine.
2026 · agent infrastructure
A memory backend for AI agents, modelled on human memory. Agents send raw perceptions into Mind and ask it for the smallest useful memory packet before they act. Mind handles storage, consolidation, recall, corrections, retention and evidence packaging.
2026 · agent UX
A menu bar app that watches your screen and walks you through a workflow step by step. Do the process once while Pinky watches and it writes a Markdown skill file you can replay later or hand to another AI tool.
2026 · agent infrastructure
A TypeScript framework for queue-based AI agents. One task can enqueue others and later tasks can wait on earlier ones, so a run forms a DAG.
2025 · workflow automation
An AI employee that handles a property maintenance request from first message to resolution, sending the emails and updating the CRM along the way. One of 11 teams invited to the Ada Ventures hackathon for £100k in funding.
2026 · macOS
A stripped-back note-taking app with a focus lock mode stops you switching apps mid-draft.
2020 · computational biology
A Faster R-CNN ResNet model built in TensorFlow that spots malaria parasites at 90% test accuracy, with a Streamlit frontend on top.
Jul – Aug 2026
Founding engineer. An AI autopilot for accountants and bookkeepers. I worked on mileage claims, the autopublish rate, the AI memories system, and self-healing software that investigates and repairs infrastructure failures in production.
Aug – Sep 2025
ML research intern, invited back. Research on Bayesian modelling for dose-finding studies. I built an LLM tool inside an RStudio sandbox that writes models and corrects its own errors (roughly Cursor for Bayesian inference) and gave the group a seminar on Bayesian modelling with AI. Early form of recursive self-improvement.
Apr – Sep 2025
Cofounder. An AI automation agency for UK businesses. Our clients included property managers, commercial finance brokers, online communities. Learned the difficulty of building systems for the real world.
Sep – Oct 2023
ML research intern. Built an LLM system that pulls structured data out of clinical trial reports, and gave a seminar on using LLMs in clinical informatics. Early research on multi-step workflows.
University of Cambridge, BA Computer Science, 2024–2027. Highest mark in software and security engineering.
International School Basel, IB Diploma 44/45, top 1% of the cohort. Computer Science Academic Achievement Award, 2023.