Aditya Kumar
Researcher @ CMU Machine Learning Department, Silver Medal @ IIT Madras
- Role
- Researcher - Llm Agents at Machine Learning Department At Cmu
- Location
- Pittsburgh, PA, US
- LinkedIn followers
- 500 followers
About Aditya Kumar
Professional dabbler and a work-in-progress generalist. I enjoy reading up and discussing ideas in finance, tech as well as applied science; poking holes in arguments and finding solutions are my favourite pastimes. Currently thinking about agents, LLM reasoning and scaling up RL.
Experience
Researcher - Llm Agents
Machine Learning Department At Cmu
Dec 2025 — Present
Advised by Prof. William Cohen (Professor @ CMU MLD, Principal Scientist @ Google Research)Investigating the trade-offs between determinism and flexibility in agent architectures, and a principled way to identify the pareto-optimal tradeoff across various benchmarks.
Education
Carnegie Mellon University School of Computer Science
Master of Science - MS, Artificial Intelligence and Innovation
Indian Institute of Technology, Madras
Bachelor of Technology - BTech, Engineering Physics
National Public School
10th Standard, High School/Secondary Diplomas and Certificates
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