My background
My background in wet-lab immunology shapes the way I work with data. I want to understand the experimental setup, the strengths and limitations of the model, and the biological question before deciding which analysis will be useful.
Through Curio Science, I provide immunology consulting, bioinformatics analysis and research strategy support. I work directly with scientists and research teams, including teams without an internal bioinformatician.
Research experience
Current · 0.2 FTEThe University of Sydney
A part-time position in Carlo Pulitano’s group alongside my consulting work. My work includes analysis of transcriptomic, metabolomic and lipidomic data in the context of liver transplants, alongside biological interpretation.
2024–present
Curio Science
Founder & bioinformatics consultant. Sequencing analysis, reproducible workflows, biological interpretation and immunology research strategy.
2021–2024
The University of Queensland
Postdoctoral Research Fellow. Immune-cell mechanisms in cancer and inflammatory disease, computational workflows and collaborative research.
2017–2021
Imperial College London
Doctoral research in immunology, investigating immune cells and receptors in inflammatory bowel disease and colorectal cancer.
2016
Harvard Medical School
Research internship involving experimental vaccine research.
The University of Sydney is a current research affiliation; Imperial, Harvard Medical School and UQ are previous research affiliations.
Methods & expertise
Immunology
Cancer and inflammatory disease; NK cells, ILCs and T-cell biology; flow cytometry; confocal and intravital microscopy; molecular biology; primary immune cells, cell lines, organoids and mouse models.
Bioinformatics
Bulk and single-cell RNA-seq; chromatin accessibility; spatial transcriptomics; BCR/TCR repertoire analysis; flow cytometry data analysis; metabolomics and lipidomics; differential expression, pathway analysis and integration of complementary datasets.
Computational work
Python and R; Scanpy, Seurat and ArchR; statistical analysis, visualisation and reproducible pipelines. Machine learning where it is appropriate to a defined research question.
Education
PhD in Immunology and Master of Research, Imperial College London.
Bachelor of Science, University of Bonn.
Connect with me on LinkedIn ↗
Selected publications
2026 · Nature Immunology · Research
Cao et al. · Co-author: Sophie Curio
2024 · Science Immunology · Research
Huang, Cao, Curio et al.
2022 · Cellular & Molecular Immunology · Review
Curio & Belz
Building CellScope alongside consulting
CellScope is my separate software project focused on reproducible workflows and reducing repetitive analysis work. Curio Science remains the home of my independent consulting, and I continue to take on projects.
Beyond the lab
I’m a glider pilot and flight instructor, and I enjoy ultrarunning. My interest in data also extends to Australian climate and gliding conditions, national parks and ECG modelling.