About
I write code, study medicine, and think a lot about the future.
I live in Sydney, where I split my time between hospital wards and terminal windows. I'm very interested in AI and want to work at a frontier lab on capable systems and labor automation.
Before medicine I studied mechatronic and space engineering, built software for mines, and analysed connectomes at a neurotech company. I wrote code for a cube-satellite payload (CUAVA-1) that got launched to low earth orbit by SpaceX and JAXA.
Building
Senvaro — AI clinical documentation that runs on the clinician's device. In-browser transcription via WebGPU and ONNX runtime, with patient data never leaving the practice. An experiment in how far privacy-preserving on-device inference can be pushed in a regulated industry.
SpecGuard-Chem — LLM safety evaluation framework for medicinal chemistry queries. Submitted to NeurIPS '26. MD research project supervised by Prof. Thomas Balle (USyd). (Repo currently private for blind reviewing!)
Action Chunking Transformer — Independent implementation of ACT for learned robotic manipulation policies.
Writing
- Lumine: How a 7B Model Plays Genshin Impact for 5 Hours — What a small open model can and can't do as a long-horizon game-playing agent.
- Craftsmanship, per Million Tokens — On what good engineering means when the marginal cost of code keeps falling.
- Debugging the ChatGPT Mac App's Keyboard Input Lag — Reverse-engineering a SwiftUI render loop that was costing me my sanity.
Interests
Artificial general intelligence. Generalised robotics. Space colonisation. Longevity and precision medicine, oncology. Neuroscience and connectomics. Economics and incentives, the wealth of individuals and nations. Decentralised, permissionless money.