Sai Adith Senthil Kumar
C.S @ George Mason University | NLP Researcher | Prev AI Research & Engineer intern
- Role
- Nlp Research Assistant at George Mason University - College Of Engineering And Computing
- Location
- Fairfax, VA, US
- LinkedIn followers
- 500 followers
About Sai Adith Senthil Kumar
As a Computer Science student with a strong foundation in Machine Learning and AI, I am…
Experience
Nlp Research Assistant
George Mason University - College Of Engineering And Computing
Dec 2023 — Present · Fairfax, VA, US
Co-authored a benchmark paper, accepted to COLM 2025 Social Sim Workshop, to evaluate large language models’ ability to simulate counterfactual low-performing personas, exposing bias and reasoning failures.• Awarded 2025 KEEN Award for research on AI fairness and bias, receiving university-wide recognition and prize.• Researched a hybrid Linear Reasoning framework combining structured state-space models (SSM) with attention-based Transformers to reduce the quadratic compute overhead of chain-of-thought reasoning; fine-tuned using LoRA and TRL, and benchmarked latency, memory, and FLOPs with PyTorch Profiler.
Education
George Mason University
Bachelor's degree, Computer Science
2022 — 2026
George Mason University
Master's degree, Computer Science (Concentration in Machine Learning)
2025 — 2027
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