- PhD Student
I am a PhD student in the Mobile Systems group at the Department of Computer Science and Technology of the University of Cambridge, focusing on ML and AI. With my supervisor, Prof. Cecilia Mascolo, I am investigating the automation of the Machine Learning pipeline for sparse and unlabelled data. My interests span the areas of uncertainty estimation, AutoML, Active Learning, and distribution shifts in time series data, while I am always open to exploring new promising topics.
Publications
- SQUIREDL: Sparse Sequence-to-Sequence Uncertainty Estimation in Evidential Deep Learning, ACM Transactions on Computing for Healthcare, 2025
- Uncertainty Estimation with Data Augmentation for Active Learning Tasks on Health Data, IEEE EMBC 2023, July 2023
- Uncertainty Estimation for Sequence-to-Sequence Regression on Sparse Time Series, MobiUK 2023, July 2023
- On Exploring the Effectiveness and Potential of Automated Machine Learning, Preprint, May 2021
- Exploring the Optimal Way to Help Engineering Students to Learn & Practice Data Science, Preprint, August 2020
- Microsoft mlAcademy: Developing a Machine Learning Educational Platform, Preprint, June 2019
