Adam McMillan_ Say hello

Melbourne

Technical mind.
Human focus.

I work across AI, machine learning and software.
Interested in technology that’s good for people.

AI / MLSoftwarePsychologyMusic
ResearchBuildTeachPerform

In practice

A few things I do.

Research · University of Melbourne

Machine learning fairness

Developed and evaluated latent-group methods for fair classifier learning. Master’s research with Dr Jean Honorio.

FairnessPythonResearch project · 91 H1

Teaching · University of Melbourne

Statistical machine learning

I tutor COMP90051: the maths, the models, and making them work in Python and PyTorch.

Bayesian inferenceLearning theoryNeural networks

Software · Griffith University / Exergenics

From models to working software

Currently modernising a research web application at Griffith. Previously built React/Django features and deployed an internal ML classifier at Exergenics.

ReactDjangoApplied ML

Beyond one discipline

Following my interests.

Adam McMillan

Psychology, programming and piano have been interests of mine for as long as I can remember. I’ve followed each of them, and I like having that variety in my life. They also inform each other: understanding people, building things and making music all shape how I think, and make me a more creative engineer and researcher.

2024 — 2026 · Expected

Information technology

Master of IT, Artificial Intelligence
University of Melbourne

87.1 WAM · Dean’s Honours List, 2025
2019 — 2023

Psychology

Bachelor of Psychology (Honours), Deakin
First Class Honours

Research in motor imagery and ADHD.
2011 — 2014 / Still playing

Classical piano

Bachelor of Music (Honours), Griffith
First Class Honours · University Medal

Performing and teaching in Melbourne.

Say hello

Wanna get coffee?

I’m always up for a chat. If you’re in Melbourne, say hello.

Say hello