About
Sofia is a DPhil student in Social Data Science at the OII. Her research focuses on algorithmic fairness, machine learning, and interactive data visualisation. Sofia’s research on algorithmic fairness has been published in academic journals and conference proceedings, including AI & Society and ACM FAccT.
Sofia holds an undergraduate degree in Computer Science and Public Policy from the University of Glasgow and a master’s in Social Data Science from the OII. She has held multiple research positions, including as a visiting scholar in Computer Science at the American University, as an intern at the Urban Big Data Centre, and as a research assistant for the Synthetic Society Lab.
Research Interests
Algorithmic Fairness, Machine Learning, Interactive Data Visualisation, Recommendation Systems