Courses
PhD coursework, earlier coursework, and teaching. Course notes are in the research diary.
PhD (President's Graduate Fellowship)
Singapore University of Technology and Design, 2026 onwards
- Multimodal Generative AI (Grade: A)
- Systems Security (Grade: A)
- Secure Cyber-Physical Systems (Grade: A+)
- Foundations of Robotics and Multi-Robot Systems (Grade: A+)
- Reinforcement Learning for Embodied AI (Audit)
- Networked Embodied AI
- Robotics Enterprise (Audit)
B.E. (Hons.) Computer Science
Birla Institute of Technology and Science, Pilani, 2012 - 2016
- Robotics
- Computer Networks
- Pervasive Computing (Department rank 1)
- Satellite photogrammetry (internship, Indian Space Research Organisation)
Teaching and training
- Training Lead, iTrust, SUTD 2018-2026
- Curriculum design and the GURU course delivery platform for operational technology security, built with the Ministry of Defence (MINDEF), Singapore, for CISS and CIDEX under Project CARBO.
- Judge, Critical Infrastructure Security Showdown (CISS) and CIDEX 2019-2025
- Judged cyber-physical exercises alongside experts from MINDEF, CSA, PUB, NUS and Dragos.
- Green team and red team infrastructure, NATO CCDCOE Locked Shields and Crossed Swords
- Load balancers, scoring, attack launchers, AR/VR visualisers and detectors for NATO CCDCOE's live-fire cyber exercises.