Knowledge-grounded AI engineering workflows
AI-assisted engineering for a legacy enterprise product — specialised sub-agents grounded in RAG, a code knowledge graph across ~37 repositories and MCP-based tools.
Pinned to the board
Selected client engagements and personal projects — what I built, and how.
AI-assisted engineering for a legacy enterprise product — specialised sub-agents grounded in RAG, a code knowledge graph across ~37 repositories and MCP-based tools.
A full-screen WPF host for the Zenition Mobile Surgery system, used by surgeons and radiologists during live procedures.
Consolidated legacy letter and document systems into one platform generating millions of member letters and ID cards a year — migrated with a phased, strangler-fig rollout.
A Windows-based IoT gateway connecting laboratory instruments to cloud services, with secure device activation and an EMR integration layer.
This website — a hand-drawn, server-rendered portfolio with a choreographed SVG hero built in Angular.