Swaayatt Robots

At Swaayatt Robots, I spearhead research to advance autonomous driving technology, focusing on navigation through complex and stochastic traffic dynamics, both on- and off-road. My work includes developing and testing autonomous vehicles in diverse environments, with a special emphasis on Indian roads. I leverage reinforcement learning, deep learning, and SLAM to enable vehicles to navigate without high-definition maps, using off-the-shelf cameras for perception. Recently, I've incorporated abstraction learning and embodied intelligence to enhance vehicles' understanding of their surroundings and improve navigation capabilities.

Deep Eigen

At Deep Eigen, I am focused on developing cutting-edge courses in theoretical computer science and applied mathematics, with a broader mission to revolutionize educational methodologies and technologies. Our goal is to tackle critical educational challenges through innovative approaches that enhance learning outcomes and accessibility. By leveraging advancements in educational tools and strategies, we aim to create impactful solutions that better prepare learners for future opportunities, improving both the quality of education and its reach.