A selection of professional and personal projects spanning medical AI, aerospace, industrial CV, and home automation.
Fully offline personal AI — no cloud, no API keys, no subscriptions. Under £3/month power cost.
A multi-device AI system running entirely on home hardware. Wakes on voice, recognises faces, holds natural conversations, manages tasks and reminders across sessions — with persistent memory that survives reboots.
MONAI pipeline with self-supervised learning
End-to-end cardiac MRI analysis with self-supervised pre-training. Optimised with TensorRT and deployed on AWS for clinical throughput.
Vision-language model for defect detection
Vision-language model for aircraft part defect detection with RAG system for automated maintenance instruction retrieval and reporting.
Multi-use-case CV with active learning
Technical lead on multi-use-case computer vision for rail infrastructure safety. Active learning loop and drift detection for continuous model improvement.
Medical information retrieval at scale
Custom RAG pipeline for medical information retrieval using Milvus vector DB, cross-encoder rerankers, and generative AI response synthesis.