VAI Santé
A privacy-first personal AI for managing fragmented medical information: local-first, provenance-aware, built during cancer treatment.
AI / Product / Sydney
I work across product, research, and engineering: multi-agent systems, goal-driven agent loops, local AI operating systems, memory that knows where it came from. Some of that work ships inside a global hardware company, and some of it started as a problem I had myself and could not find a decent tool for.
Before any of that there were two startup exits in video games, one out of Shanghai and another while in Berlin, and a long stretch of living and working across twelve countries on four continents that eventually landed me in Sydney.
A privacy-first personal AI for managing fragmented medical information: local-first, provenance-aware, built during cancer treatment.
Breville's first MCP-based internal tool: a custom GPT connected to 235K+ brand assets via Brandfolder API so GTM teams across APAC, NA, and EMEA can retrieve assets by natural language query. In daily production use.
Paper-first multi-agent AI trading lab with execution guardrails between agent recommendations and broker order submission.
Local-first MCP project that turns espresso shot metrics into a personalised cosmic reading, generated offline with GPT-OSS through LM Studio.
ML-powered sourdough framework. 207-recipe regression and IBM Watson sentiment analysis, started in 2018, before LLMs.
Upload a LinkedIn PDF. Almost finds 3–5 real fork points in your career. You pick one. It renders the alternate you in one of four formats.
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