I am a Ph.D. student at the Department of Electrical and Computer Engineering at McGill University. I am working at the Systems and Control Group, Center for Intelligent Machines (CIM) under the supervision of Professor Aditya Mahajan. I am a research scientist intern at Aerial Technologies where I focus on learning algorithms for realtime indoor localization using wireless signals. I was a former Research Engineer (Software Development) at the Department Of Biomedical Physics and Technology, University of Dhaka under the supervision of Dr. Siddique-e- Rabbani. I completed my Master’s degree in Electrical and Computer Engineeringfrom McGill University and my undergraduate degree in Electrical and Electronic Engineering from Islamic University of Technology (IUT).
I am primarily interested in using Machine Learning algorithms for achieving optimal control of Multi-agent systems . My research focus is therefore at the intersection of Reinforcement learning and control systems for intelligent control applications.
I am also interested in domains of RL / MDPs for scalable navigation and manipulation, especially novel algorithms that can be deployed on humanoid robots. I also have a broad interest in using deep neural networks as function approximators in reinforcement learning algorithms that solves the limitation of the need to develop task-specific feature representations.