I am a Ph.D. student in Department of Computer Science at National University of Singapore. I am a member of CASCogLab and my co-advisors are Prof Desmond Ong and Prof Ooi Wei Tsang. I did my bachelor's in National Institute of Technology, Trichy in Electronics and Communication Engineering.
During my PhD, I was interested in developing context-aware deep-learning models using approaches such as knowledge fusion and self-supervised learning. Some of the problems I have worked with are fine-grained classification, fairness, and developing models robust to distribution shifts using context-aware models.
I am also passionate about Affective Computing and hence most of my works deal with emotion detection from natural language data and face images, although I do have experience working with time-series sensor data from EEG, EOG, and IMU from my previous projects.
[1] Successfully defended my PhD from NUS School of Computing!