Published papers in journals such as Ocean Engineering and Journal of Marine Engineering and Technology, and conferences including AutomotiveUI, IHIET-AI, ICICT, and ICOE.
Research topics include pedestrian behavior evaluation using dashcam footage, trajectory forecasting with GANs, deep reinforcement learning in autonomous systems, user-centric interfaces for autonomous shuttles, and deep learning-based realistic traffic scenario generation.
Serving as Web Chair for IEEE RO-MAN 2025.
Former Placement Coordinator at IIT Madras.
Reviewer for NeurIPS, Ocean Engineering, Journal of Intelligent & Robotic Systems, and Engineering Applications of Artificial Intelligence.