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  • Sydney

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Achievement: YOLOAchievement: Pull Shark

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Achievement: YOLOAchievement: Pull Shark

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oizin/README.md

Hi, I'm Oisin Fitzgerald 👋

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.

🌐 Personal blog

🔭 Currently working on

  • Assessing the performance of prediction models in a competing risks (multiple outcomes, time-to-event) setting, see related blog posts

🔬 Research interests

Predictive modelling Causal inference Time series Interpretability Bayesian methods

🛠 Tech stack

Languages: R · Python · Julia · SQL
ML / DL: PyTorch · mlr3 · scikit-learn
Data eng: dbt
Infra: Docker · GCP · GitHub Actions

📄 Recent publications

  • 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

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