Projects

Selected work, with what it had to achieve and whether it did.

2026

Clinical Triage Assistant

A triage support tool that ranks incoming cases by urgency and, crucially, abstains when it is not confident enough to be useful.

  • Python
  • PyTorch
  • FastAPI
  • PostgreSQL
  • Docker
Read the case study

2026

Document Intelligence Pipeline

Retrieval and extraction across twenty years of unstructured engineering reports, with citations back to the source page.

  • Python
  • LangChain
  • pgvector
  • Redis
  • AWS
Read the case study

2025

Industrial Inspection Vision System

Surface defect detection running on the line itself, trained from a few hundred labelled examples rather than a few hundred thousand.

  • Python
  • PyTorch
  • OpenCV
  • ONNX Runtime
  • NVIDIA Jetson
Read the case study

Have something in mind?

Tell me what you are trying to build or teach, and I will tell you honestly whether I am the right person for it.

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