Welcome to my webpage!

I am an Assistant Professor at Indian Institute of Science (IISc.), Bengaluru in Robert Bosch Centre for Cyberphysical Systems (RBCCPS) jointly with Centre for Infrastructure, Sustainable Transportation, and Urban Planning (CiSTUP). 

Previously I worked as a Postdoctoral Researcher at  Senseable City Lab at Massachusetts Institute of Technology, Cambridge, USA for two years and at Grab-NUS AI Lab, Institute of Data Science, National University of Singapore (NUS) for nine months. I received my Ph.D. degree from the Department of Electrical and Electronics Engineering,  University of Melbourne, Australia in 2019.  From July 2011 to November 2014, I was a Researcher in Automation Division, TATA Steel Limited, India where I developed several image processing and machine vision-based real-time systems for manufacturing industries.

My research interests are:- Big data analytics, Un/Semi/Self-supervised learning, Visual Analytics using Deep Learning, Explainable AI/ML, Data-Driven Analytics for Autonomous Systems and Transportation, Spatio-temporal Data Mining, and Streaming data analytics. I am also interested in ML and AI applications to solve complex real-world problems in areas such as transportation, agriculture, healthcare, infrastructure, robotics, and vision.

Please send me an email if you are interested in my work or collaboration. 

News

[Dec 2021] Our work on "An Unsupervised Approach for Driving Behaviour Analysis of Professional Truck Drivers" has been accepted in EAI International Conference on Intelligent Transportation System (INTSYS), 2021. [Also received the Best Paper Award]

[Nov 2021] Our work on "Understanding Drivers' Stress and Interactions with Vehicle Systems Through Naturalistic Data Analysis" has been accepted in  IEEE Transactions on Intelligent Transportation System. 

[June 2021] Our work on "Identifying Groups of Fake Reviewers Using a Semi-supervised Approach" has been accepted in  IEEE Transactions on Computational Social Systems (TCSS). 

[Jan 2021] Our work on "Shapelet Based Visual Assessment Of Cluster Tendency in Analyzing Complex Upper Limb Motion" has been accepted in the International Conference on Acoustics, Speech and  Signal Processing (ICASSP) 

[Sep'20]  My PhD thesis has been awarded with the second Best Thesis Prize (2019) from Melbourne School of Engineering, the University of Melbourne.

[May '20]  My PhD thesis got nominated for "Chancellor's Prize for Excellence in the PhD Thesis 2020", at the University of Melbourne.

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