Welcome to the webpage of Dr. Punit Rathore!
I am a Postdoctoral Researcher at Grab-NUS AI Lab, Institute of Data Science, National University of Singapore (NUS), where I work on transportation related problems with particular emphasis on driver behavior analysis, driver profiling for taxi allocation, and location modelling. Previously, I received the M.Tech. Degree in Instrumentation Engineering from Indian Institute of Technology, Kharagpur, India in 2011 and the 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 learning based real-time systems for manufacturing industries.
My current research interests are: big data cluster analysis, anomaly detection, urban data analytics, intelligent transportation, spatio-temporal data mining, and Internet of Things. I am passionate about developing algorithms to extract useful information from variety of data (time-series, GPS logs, spatio-temporal, images, texts) that may be anomalous, high-dimensional, noisy, unstructured, streaming and heterogeneous. I am particularly 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.
Grab-NUS AI Lab, Institute of Data Science,
innovation 4.0, 3 Research Link
National University of Singapore, 119077