Biography

I am a PhD student at the Laboratory for Image and Video Engineering (LIVE) at University of Texas at Austin. I am advised by Professor Alan C Bovik. My current research focus is on computer vision, deep learning, and high dynamic range video content.

Before this, I have worked as Research Engineer/Machine Learning Engineer at BioMind, Singapore and as Research Engineer - AI at Arkray, Inc.. Where I worked on developing industry leading medical AI solutions. Notably, I have been working on challenging pathological datasets to develope highly reliable and light deep learning models which could be deployed on devices like Aution-Eye.

My research interest is highly interdisciplinary covering machine learning, computer vision, video engineering,medical image analysis, and healthcare informatics. I am tinkering around MLOps more recently, I welcome any suggestion and/or guidance. I occasionally work on deep learning applications in biometrics (fact: I started my research journey from this field).

I completed my B.Tech in Electrical Engineering from Indian Institue of Technology, Jodhpur in 2020. I was fortunate to be advised by Dr. Mengling ‘Mornin’ Feng at Healthcare AI group, National University of Singapore(NUS). During my undergrad, I was actively working with Dr. Anil Kumar Tiwari, Dr. Rajendra Nagar, and Dr. Deepak Mishra in biomedical and healtcare analytics, and computer vision. I am eternally greatful to Dr. Aditya Nigam, who identified and steered my research interest early in my undergrad.