- 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 end-to-end automation of the Machine Learning pipeline for sparse and unlabelled data. My interests span the areas of uncertainty estimation, Evidential Deep Learning, AutoML and Active Learning, and I am always open to exploring new promising topics. My research is supported by the EPSRC CDT in Sensor Technologies for a Healthy and Sustainable Future and by Arm.
Prior to starting my PhD studies, I completed an MRes in Sensor Technologies and Applications and an MPhil in Advanced Computer Science, both from the University of Cambridge. I also hold a BSc in Computer Science from University College London (UCL).
Please visit my homepage for more details.
Publications
- Uncertainty Estimation with Data Augmentation for Active Learning Tasks on Health Data, July 2023
- Uncertainty Estimation for Sequence-to-Sequence Regression on Sparse Time Series, July 2023
- On Exploring the Effectiveness and Potential of Automated Machine Learning, May 2021
- Exploring the Optimal Way to Help Engineering Students to Learn & Practice Data Science, August 2020
- Microsoft mlAcademy: Developing a Machine Learning Educational Platform, June 2019
