A secure biometric likeness vault for actors. Talent store terabyte‑scale 3D scan packages and license them to productions through dual‑custody 2FA, an append‑only compliance ledger and a watermarked render bridge. Deep Scan then sweeps public platforms for deepfakes and unauthorised use, adjudicating candidates with the vault's own reference set, and runs the takedown pipeline end to end. Live at imagevault.ai.

Local micro‑warehousing for London. A two‑sided marketplace that turns the spare corners of homes, a garage end or a boxroom, into bookable last‑mile storage two streets from where it's needed. Hosts list space by the square metre and choose an access tier from a weekly drop‑in to come‑and‑go; vetted business renters book it through a quote‑to‑contract flow with recurring billing and photo evidence on every visit. Cache sets every price from zone rate cards, so hosts never haggle. Live at cache‑london.com.

Built an internal ecosystem of lending tooling to govern the full loan life cycle. Loan origination fell 50%, and the system carried lending volume from £2bn through £5bn towards £10bn. Full technical strategy for the lending business, board intelligence and the engineering org.

Multi‑agent flows that ingest customer data packs, working directly on PDF and Excel source material, to assess solvency, performance and the future trend of held loans. The first agentic data‑parsing service at the bank, cutting monitoring‑analyst workload by a quarter and putting credit intelligence on tap. Loan documents vectorised so any deal can be interrogated through RAG.

A semantic knowledge graph of the bank's services and data stores, exposed through MCP so agents get headless access to internal web apps that were never designed for them. The foundation of a new headless compute strategy: retrofit, don't rewrite. Includes a production admin server with per‑call 2FA on every mutating tool, full audit logging and a curated semantic layer.

For a London interiors studio raising investment: an interior‑design engine exposed as an MCP server, where a customer's preferences become a well‑formed floor plan and asset list, generated right first time. Advisory rules for the model, deterministic constraints the engine enforces, and a console the design team uses to own inventory, rules and templates without engineers. The pipeline ends in photo‑realistic renders of the designed space.

Working alongside a creative director, using image‑generation models in production to augment and extend editorial rushes: generative models wired into a working studio pipeline rather than a demo. Creative programming is where my engineering and the film world meet, and it's the work I enjoy most.

Sub‑400ms fraud scores on every transaction through the company's payment pipeline. A kappa architecture on Kafka pulled and windowed data from walled subsystems so the in‑flight request did almost no work, with Python models trained on transaction history hosted in a dockerised AWS environment to supplement scoring.

Built Judopay's open‑source mobile SDK for other developers, working with platform holders to grow their ecosystems, and was invited to speak at Xamarin Evolve, Xamarin's international conference. Developer relations learned the practical way: by shipping the thing people integrate.