About

I'm studying information technology at Macquarie University in Sydney, majoring in AI. Most of what I build sits close to the model: quantized inference on phones, interpretability experiments on small transformers, and evaluation harnesses that try to say something more useful than a single benchmark score.

I care about measurement. It's easy to ship something that looks like it works — a demo, a fine-tune, a leaderboard number. It's harder to show what actually changed and what it cost. That gap is what most of my projects are about.

Outside that, I build and fly FPV drones, run, lift, and follow Formula 1 more closely than is strictly reasonable.

Currently

Building

A quantization benchmark suite for on-device models — Swift over llama.cpp.

Reading

Circuits work on induction heads and in-context learning.

Open to

ML engineering internships and research assistant work.

Working with

ML

PyTorch, TransformerLens, llama.cpp, Hugging Face

Build

Python, TypeScript, Swift, Next.js, Supabase, Prisma

Other

Git, Docker, SQL, Linux

Get in touch

Email is best: you@example.com. I'm also on GitHub and LinkedIn.