Sydney, Australia
Luke Prior
AI software engineer and consultant. I build systems that turn complex data into products people actually use.
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What I do
AI Systems
Multi-agent architectures, LLM fine-tuning, MCP servers, and evaluation pipelines. Building AI that works reliably at scale.
Full Stack Development
End-to-end product engineering from backend services to frontend interfaces. Python, TypeScript, and modern web frameworks.
Open Source
Tools used by tens of thousands across Australian communications, banking, superannuation, and energy infrastructure.
About
I'm an AI software engineer at Stake, where I build agentic systems, fine-tune LLMs, and create interactive MCP servers. Previously I worked on enterprise AI and multi-agent systems at Quantium, and data engineering at Airtasker.
I hold a Bachelor of Computer Science with Distinction from UNSW, where I was on the Dean's Honours List and served as a GitHub Campus Expert. I also completed a research exchange at the University of Tokyo.
Outside of work, I build open-source tools focused on Australian public-interest data — broadband infrastructure, banking, energy, and government transparency. I've organised security conferences, judged hackathons, and volunteer with Queer Screen.