I am a Senior ML Researcher at Samsung Research UK. My research interests lie in the adaptation of large language models within resource-constrained environments and their applications in federated learning.
Previously, I was as a Postdoctoral Research Assistant in the Computational Health Informatics group at the University of Oxford, led by Prof. David A. Clifton, where I worked on developing generative models for healthcare, particularly for disease progression modeling and synthetically generating electronic health records (EHRs).
I obtained my PhD from the School of Informatics at the University of Edinburgh under the supervision of Prof. Chris Williams. During my studies, I was based in the Alan Turing Institute where I took part in the Artificial Intelligence for Data Analytics project. As a part of this project, my thesis proposes probabilistic data type inference methods for tabular data. Prior to my PhD, I was a Research Assistant at the at Department of Computer Engineering of Bogazici University, working with Taylan Cemgil.