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About Me

Hello,

I'm Aryamaan, a student studying Mathematics and Computing at IIT (ISM) Dhanbad. I am really into Machine Learning. I have some research experience in Efficient ML (pruning, distillation, quantization). Other than ML, Cryptography and Steganography fascinates me a lot.

When I'm not studying I like to listen to music (especially DHH), enjoy Netflix, and binge-watch anime.

Education

Integrated M. Tech. in Mathematics and Computing
Indian Institute of Technology (ISM), Dhanbad
2020 - 25 (Current CGPA - 8.65/10)

Highschool
The Tribhuvan School, Patna

Experiences

Research Intern, IBM Research Labs, Bangalore May, 2024 - Present
Developing a time estimator for multi-GPU training of Large Language Models.
Open Source Contributor, Google Summer of Code May, 2024 - Present
Evolutionary and Transformer Models for Symbolic Regression. Organization: ML4SCI
Global Alpha Researcher, Trexquant Aug, 2023 - Sep, 2023
Reviewed and implemented alpha trading strategies
Research Intern, Nyun AI May, 2023 - Aug, 2023
Developed a network compression method - Quantize aware Pruning using Distillation
Research Intern, Transmute AI Labs May, 2022 – Nov, 2022
Worked on making neural networks efficient by using Knowledge Distillation and making diffusion models faster by applying network slimming.
Research Intern, Real Maker Jul, 2022 – Aug, 2022
Worked on handling highly imbalanced class distribution problem.