ROHIT M | AI Researcher

I am ROHIT M (also known online as PoppingPixel), a fourth-year Computer Science and Engineering student at SRM Institute of Science and Technology, conducting research under the supervision of Dr. Pushpalatha M. My research focuses on Multi-Agent Reinforcement Learning (MARL) for quantitative finance and Vision Transformers (ViTs) for medical imaging diagnostics.

To translate these foundations into practice, I developed QuantAlpha, a multi-agent LLM architecture to navigate high-frequency trading dynamics on the National Stock Exchange (NSE). In medical imaging, I engineered self-supervised contrastive learning (SimCLR) pipelines integrated with ViTs for automated brain tumor detection.

Beyond research, I completed the McKinsey Forward program and participated in VC Lab Cohort 21. I collaborate on deep learning projects with Pradeep, Tamilselvan, and Charan. I am currently preparing for direct PhD applications at Stanford University (Dec 2026) and the WSAI Summer Internship at IIT Madras.