I am an Assistant Professor at the School of Computer Science, University of Birmingham and a visiting researcher at the Mobile Systems Research Lab at the Department of Computer Science and Technology, University of Cambridge.
My interest is to learn sensing data recorded in phones and wearables. In particular, building systems to collaboratively learn in a resource efficient and privacy preserving way using Federated Learning and fully distributed Gossip Learning. I’m interested in various types of applications: graph analysis, mobile-health, and mobility.
Recent Research News:
PhD in Computer Science, 2019
University of Edinburgh
M.Tech in Computer Science, 2011
Indian Institute of Technology, Bombay
Bachelor in Information Technology, 2009
Jadavpur University, India
Proposes how to handle label skew in decentralized learning where the users connect peer to peer.