Ten selectedcase studies.
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
Featured
Multi-Agent Support System — Three specialised agents that resolve 65% of support inquiries automatically — and hand over the other 35% with full context
Research
Skin-Lesion Classification — neural architecture search, medical imaging
Research
Pharmacy & Healthcare DSS — clinical decision support, nhs-scale design
Big Data
Big Data Analytics Pipeline — pyspark, hive & spark sql at ~2m records
Big Data
Text Classification on Spark — distributed mllib over 13,000 features
Backend
Clinical Study Platform — performance & security at norstella
Backend
Property Search Overhaul — elasticsearch tuning & concurrency
Backend
Real-Time Notifications — engagement & api performance at edcast
Computer Vision
Plant-Disease Classifier — efficientnet-b0 transfer learning
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.