ROHIT M | AI Researcher
AI Researcher @ SRM Institute of Science and Technology
SRM Institute of Science and Technology
Chennai, India
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.
news
| Apr 26, 2026 | Excited to announce that our research paper titled “Deterministic Credit Assignment for Multi-Agent Portfolio Management via a Provenance DAG” has been successfully submitted to an IEEE conference as part of academic track 21CSP302L! This work introduces a novel framework mapping Directed Acyclic Graphs (DAGs) to resolve cooperative agent reward tracking in chaotic market environments. |
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| Feb 21, 2026 | Attended the India AI Impact Summit 2026 at Bharat Mandapam, New Delhi (February 16 – February 20, 2026). It was a phenomenal opportunity to interface with top-tier AI researchers, system architects, and national infrastructure planners driving the next generation of scalable AI solutions!  |
