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Department of Computer Science and Technology

  • Research Associate

Research

I am primarily interested in learning abstract knowledge from the sensing data recorded in so-called smart end devices like phones and wearables. In particular, my current focus is on building systems to collaboratively learn on the end-devices in an resource efficient and privacy preserving way in the light of Federated Learning and fully distributed Gossip Learning.

Currently, I am a Research Associate at the Mobile Systems Research Lab in the Department of Computer Science and Technology, University of Cambridge. I am working on the MEDEA project funded by the Wellcome Trust to detect Alzheimer’s disease using outdoor mobility and sleep data. I got my PhD in 2019 from the School of Informatics in the University of Edinburgh under Dr Rik Sarkar in “Machine Learning and Privacy Preserving Algorithms for Spatial and Temporal Sensing”.

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Contact Details

Room: 
FN06
Office phone: 
(01223) 7-63639
Email: 

ag2187@cam.ac.uk