Index — work

Ten selectedcase studies.

Work from 2022 to today — computer vision, LLM and agentic systems, big-data pipelines, and the backend performance work underneath them. Every number in here traces to a dissertation, a marked report or a role. Open any card for the method and the results.

2 / 10 displayed
All LLM & Agents Computer Vision Big Data Backend Research
Featured

FaceApp — A webcam-only attendance system that blocked 99.3% of printed-photo attacks at 32ms per frame, on a laptop with no GPU

MSc Dissertation · Distinction 92 · 2025 · COMPUTER VISION
Computer Vision

Plant-Disease Classifier — efficientnet-b0 transfer learning

MSc AI & Machine Vision · Distinction 92 · 2025 · COMPUTER VISION

Working together?
Here's the shape of it.

I'm open to full-time AI/ML and senior engineering roles in the UK, and I take a small number of freelance projects alongside — audits, builds and getting models into production. No agency overhead, no slide decks. Code, measurements and honest answers.