| CARVIEW |
I'm a PhD student at Mila - Quebec AI Institute and University of Montreal with Aishwarya Agrawal. I was previously a visiting researcher at ServiceNow Research. I received an MSc in CS from University of Saskatchewan and BSc in CS from Noakhali Science and Technology University.
Research
I’m excited about physical AI. I work on diffusion and flow models for generation, representation learning, and control. Generative world models serve as a natural testbed for these ideas: they learn to capture the structure of physical reality through deep visual representations, and we can train policies directly in this imagined space. I’m also fascinated by scaling foundation models and reinforcement learning toward superhuman capabilities, and how these advances connect to alignment and the profound economic transformation that AI will bring.
Highlighted Work
See my Google Scholar for a full list of publications.
CulturalVQA: Benchmarking Vision Language Models for Cultural Knowledge
Shravan Nayak, Kanishk Jain, Rabiul Awal + 5 others
EMNLP'24 Oral
Announcement
World Modeling Workshop
February 4-6, 2026 • Mila, Montreal
I'm co-organizing this workshop that brings together researchers working on world models, generative models, and their applications in AI systems.