I am a Research Fellow in Biological Data Science at the University of Melbourne (School of Mathematics & Statistics), within Melbourne Integrative Genomics (MIG) and the ARC Centre of Excellence for the Mathematical Analysis of Cellular Systems (MACSYS). Previously, I was a Doctoral Researcher at the Finnish Center for Artificial Intelligence (FCAI) and Probabilistic Machine Learning (PML) group at Aalto University (Department of Computer Science) in Helsinki, Finland, where I developed probabilistic machine learning and deep learning techniques for genomics and personalised medicine.

My career spans research and industry/startups across Australia and Europe, including experience as a co-founder and AI lead of a digital health startup (Velmio) in Estonia, and AI technology consultant (Deloitte) in Australia. In my various roles I have worked in multidisciplinary teams to deliver end-to-end AI/ML projects across a range of industries, including healthcare, finance, natural resources and the public sector.

My research page and blog contain further details about my professional interests, which mainly center on artificial intelligence and machine learning (AI/ML), as well as more general mathematical and computational technologies, for biology and health (computational genomics, digital health, personalised medicine, etc.).

I am a graduating doctoral candidate (PhD in Computer Science, Aalto University), and have a First Class Honours degree in Applied Mathematics from the University of Sydney, and a BSc (Mathematics and Statistics, Economics) from the University of Western Australia.

IN THE media

March 2024

Interview by the Finnish Center for AI about Proof of Concept funding from the Research Council of Finland for research on AI-powered personalised medicine

september 2020

Featured in Sifted (Financial Times) for AI-powered digital health and mobile health tools for women’s health

april 2020

Featured in numerous media outlets (CNN, Forbes and Sydney Morning Herald) for digital health tools for the Covid pandemic

media

March 2024

Interview by the Finnish Center for AI about Proof of Concept funding from the Research Council of Finland for research on AI-powered personalised medicine

september 2020

Featured in Sifted/Financial Times for AI-powered digital health and mobile health tools for women’s health

april 2020

Featured in numerous media outlets (CNN, Forbes and Sydney Morning Herald) for digital health tools for the Covid pandemic

media

March 2024

Interview by the Finnish Center for AI about Proof of Concept funding from the Research Council of Finland for research on AI-powered personalised medicine

september 2020

Featured in Sifted/Financial Times for AI-powered digital health and mobile health tools for women’s health

april 2020

Featured in numerous media outlets (CNN, Forbes and Sydney Morning Herald) for digital health tools for the Covid pandemic

© 2025 Sophie wharrie