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I am a PhD Candidate from the School of Computing (SoC) at the University of Nebraska-Lincoln (UNL). My research and teaching interests are in the intersections of communication networks (and network theory), Machine Learning (ML) & Artificial Intelligence (AI), Distributed Computing, High-Energy Physics (HEP), large data transfers & data transfer optimization, and cybersecurity.

Most of my efforts are in the domain-specific mathematical and theoretical modeling to develop intelligent solutions for domain-specific problems. Starting Summer of 2025 I will be working on two other projects— one in computational biology (Argonne National Labs), and the other in Large Language Modeling (as a mentor with the Summer of Reproducibility, UCSC OSPO).

If you are interested in discussing a topic of my interest or if you would like to potentially collaborate, you can reach out to me at saisuman1@acm.org