The work
From production systems to small experiments. Each is here not only for what it’s built with, but for who and what it was in service of. Search, or filter by category and tech.
Physics simulations · live
An interactive physics lab running on your GPU right now — each scene shows its governing equations, with the variables as sliders.
A wellness app that answers hard days with real literature — sourced poems and letters, not platitudes.
In service of — People who want a moment of honesty on a hard day, not forced cheer.
ResultReal literature over platitudes — sourced poems and letters, mood-matched; heading for the app stores.
Paste a YouTube link; get sheet music, MIDI, and a piano teacher that works section by section.
In service of — Pianists who want their playing written down without a studio.
ResultThe dissertation extended into a working product — a recording in, engraved sheet music out.
A near state-of-the-art piano transcription model that fuses what it hears with what it sees.
In service of — Musicians and researchers who want an honest transcript, not a confident-but-wrong one.
ResultBeat audio-only baselines by ~8%, near state of the art — a first-class dissertation (Distinction).
Chat-based on-call shifts for junior doctors: the nurse bleeps, the obs come back, and the NEWS score climbs while you decide.
In service of — Medical students and junior doctors who want their first bad night to be a rehearsal, not the real thing.
ResultHandcrafted NHS on-call scenarios with a live NEWS score and a debrief — rehearse the shift before it counts.
An editorial marketing site for the UK’s fastest-growing chess community.
In service of — A chess community that had outgrown its own website — and the volunteers who have to maintain it.
ResultA five-page editorial site, deployable before the CMS was even connected — and accessible by default.
A bold fitness brand site shipping a paid 4-week programme — and the groundwork for a video-coaching platform behind it.
In service of — People coming back to the gym who want a plan — and a coach who wants to review their form at a distance.
ResultA paid programme live behind a one-click checkout, on an architecture costed to scale into video coaching.
Support tickets triaged and resolutions predicted from the team’s own history.
In service of — IT teams who’d rather spend their time on the hard tickets than the obvious ones.
ResultCategorises tickets and recommends fixes from a team’s own history, with dashboards proving it out — delivered for a client.
An AI marketing assistant with automated media analysis and async task queuing — an estimated 50% less content workload.
In service of — Marketing teams who'd rather spend their hours on ideas than on production.
ResultCut estimated content workload by around 50% with automated media analysis and async task queuing.
Led development on 8+ AI assistants shipped to real clients across aviation, engineering, HR, IT and education.
In service of — Organisations that want AI that helps their people, not a demo that impresses for a week.
Result8+ assistants shipped to production; retrieval and automation cut manual investigation time by ~30%.
A live ML demo that downloads once and then runs entirely on your machine.
In service of — Anyone who wants to see ML work without handing their words to a server.
ResultReal ML inference on-device: a ~25 MB model, $0 hosting, and nothing you type ever leaves the page.
A physics lab in the browser — a lensed black hole you can drop probes into, a quantum wave packet, Einstein's train — with the equations on screen and sliders to bend them.
In service of — Anyone curious to explore real physics — it runs live in the browser, with nothing to install.
ResultTen live GPU physics scenes, each with its governing equations as sliders — nothing to install.
Analysing spacecraft spectral data that fed into a breakthrough paper on Jupiter’s auroras.
In service of — Planetary scientists trying to understand a world none of us will visit.
ResultMy analysis fed the paper that solved a 40-year mystery about Jupiter's X-ray auroras.
A web game assessing autistic children’s sensitivities — built back-end-first, with the people who’d use it.
In service of — Researchers studying autistic children — and the children, who deserve to be met where they are.
ResultScored 71%; the play-data it gathered fed into a published research paper.
A story-driven RPG built in Unity, with dialogue that shifts by when you talk to who, and a physical/mental battle system.
In service of — Anyone who likes a game that notices when and how you play it.
ResultA complete Unity RPG with time-aware dialogue and a physical/mental battle system.
A real-time 3D scene — Durham marketplace and a supermarket interior — with LOD, ray tracing, skeletal animation and shadow optimisation.
In service of — Anyone who wants to walk around a place that only exists on the GPU.
ResultA navigable real-time scene — LOD, ray tracing and Blender animation — engineered to run smoothly.
Exploratory analysis of VR headset data, surfacing behaviours like the vestibulo-ocular reflex.
In service of — Researchers studying how people really behave inside virtual experiences.
ResultSurfaced real behaviours — including the vestibulo-ocular reflex — that fed the lab's published research.
Spatial clustering that groups buildings by how they sit in space.
In service of — Anyone trying to read structure out of where things are, not just what they are.
ResultTurns a map of buildings into readable structure — density, form and arrangement.