ABOUT ME

An early interest in machines and mechanisms motivated me to pursue my undergraduate degree in Mechanical Engineering. It was here that I was introduced to control and modeling of dynamic systems. The challenges and limitations of mathematical modeling led me to explore data driven approaches. This exposed me to the world of machine learning and optimization. My interests eventually culminated into a passion for solving arguably the most difficult modeling problem - that of modeling natural intelligence. I develop approaches to tackle various aspects of this problem, and typically validate them by deploying them on simulated and/or real-world agents. 

EDUCATION

RESEARCH INTERESTS

Reinforcement Learning

2006 - 2010

National Institute of Technology, Jalandhar, India

Bachelor of Technology, Mechanical Engineering

Optimization and Control

Supervised learning and Neural Networks

2012-2014

National University of Singapore 

Master of Science, Mechatronics

2014 - 2018

Singapore University of Technology and Design

PhD, Reinforcement Learning

RESEARCH INTERESTS

WORK EXPERIENCE

2010-2012

Tata Motors Ltd., Pantnagar, India

2019-till date

Deakin University, Australia

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