Data Scientist · Researcher
I work in the application of data science methods to healthcare applications. Currently a Research Fellow at the University of New South Wales, focused on predictive modelling and causal inference research applied to subfertile populations.
- Assessing the performance of prediction models in a competing risks (multiple outcomes, time-to-event) setting, see related blog posts
Predictive modelling Causal inference Time series Interpretability Bayesian methods
Languages: R · Python · Julia · SQL
ML / DL: PyTorch · mlr3 · scikit-learn
Data eng: dbt
Infra: Docker · GCP · GitHub Actions
- Fitzgerald et al. (2026) The efficacy of frozen-thawed oocytes compared to fresh oocytes: real-world evidence. Fertility and Sterility
Open to research collaborations and consulting · Last updated May 2026