AI and SaaS builder who does the analysis first. Most projects don't fail in the build; they fail because the wrong thing got built. So before I write code I work out what should be built, and how we'll know it worked. Then I build it.
Australia based · working US and European hours · burl.au
- AI features that ship. Retrieval pipelines, structured output, validation gates, and evaluation harnesses that replay real cases against candidate models.
- SaaS MVPs end to end. Auth, tenancy, quotas, admin surface, deployment.
- Local inference where data can't leave the building, including on hardware most people ignore.
- Integrations and migrations, including the ugly undocumented legacy kind.
| Repo | What it is |
|---|---|
| arcserve | OpenAI-compatible OpenVINO GenAI server for Intel Arc. Took Gemma 4 26B-A4B on one Arc Pro B60 from ~20 tok/s (vLLM) to ~60 tok/s single stream and ~130 tok/s across 4 streams, with working tool calls for coding agents. |
| precision-5820-arc-b60-large-bar | Fix for "Resizable BAR not detected" on an Arc Pro B60 in a Dell Precision 5820: one hidden BIOS setting. |
- Kindred: an AI platform live in an Australian school, drafting individual learning plans. No identifiable data reaches the model, and every claim is citation validated before a human sees it.
- Speccie: a consumer AI research app, plus an autonomous ASX trading engine that has run its full daily loop unattended for six months on a live paper account.
- A live aviation broadcast stream: real-time overlay and multi-device control, under a second from operator to air.
Python · TypeScript · SQL · FastAPI · Node · React · Next.js · Anthropic and OpenAI APIs · RAG · Postgres · Supabase · Firebase · Oracle Cloud · Vercel · OpenVINO · vLLM · llama.cpp