Now

Executive Director at Good Data Institute, connecting charities to socially-minded data professionals.

Engineering Lead at Heidi Health, leading the Applied AI pod. Also built the internal agents function to scale.

Before

First employee at Multitudes.

PhD in optimisation via quantum computing at the University of Melbourne: Instance Space Analysis of Variational Quantum Algorithms.

Writing

• Beyond Benchmarks: Building Evals That Reflect Reality Dec 2025

  Why benchmark scores don't tell you whether a model works for your task, and how to build evals that do.

• Data Ethics & Mitigating Algorithmic Bias Mar 2025

  Where bias enters each stage of the machine-learning lifecycle, and the mitigations that actually help.

• Why Instance Diversity Matters in Quantum Computing Research Nov 2024

  Testing QAOA on narrow instance classes flatters it. Instance Space Analysis shows when it actually works.