Vikhyat Agarwal
Student Researcher NLP at University of Richmond
Richmond, Virginia, United States
Summary
👤
Senior🎓
Top SchoolVikhyat Agarwal is an undergraduate researcher double-majoring in Mathematics and Computer Science at the University of Richmond, specializing in NLP, graph-based ML, and explainable AI. He applies rigorous mathematical foundations—differential geometry, information geometry, and statistical learning theory—to practical problems like argument mining and motion analysis, often designing custom GNN architectures and finetuning LLMs such as Llama 3 and Mistral 7B with LoRA. His projects span domains from computational astrophysics (SVM-based photometric redshift tools and a 100x code-port speedup) to robotics and few-shot object detection, reflecting a knack for bridging theory and engineering. Comfortable with PyTorch Geometric, ROS2, Hugging Face, and production tooling (Docker, WandB), he also leads small teams and supports campus tech services including a 3D printing lab. Colleagues note his ability to translate advanced math into implementable models and to spot system-level issues that improve reproducibility and performance.
8 years of coding experience
Bachelor of Science - BS, Mathematics and Computer Science, 4.0, Bachelor of Science - BS, Mathematics and Computer Science, 4.0 at University of Richmond
French, English, Hindi, Spanish
Stackoverflow
1,753reputation
2.5mreached
24answers
9questions
windows
top-5%
operating-system
top-5%
Github Skills (13)
operating-system9
bluetooth-low-energy9
windows9
pyqt8
python-extension8
bluetooth8
case-insensitive6
opencv6
windows-explorer6
switch-statement6
python6
user-input6
image-processing6
Programming languages (2)
Github contributions (5)
Vikhyat2603/Machine-Learning
Jan 2020 - Jun 2022
Contributions:84 commits, 83 pushes, 1 branch in 2 years 5 months
Vikhyat2603/vikhyat2603.github.io
Apr 2020 - Oct 2024
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Contributions:22 pushes in 4 years 6 months
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