Gangmuk Lim
Researcher And Engineer at Tandemn
Urbana, Illinois, United States
Summary
🤩
Rockstar🎓
Top SchoolGangmuk Lim is a systems and networking researcher-engineer and 4th-year PhD student at UIUC, specializing in infrastructure for LLM inference—request routing, cluster configuration, and orchestration. With eight years of experience spanning research internships and industry roles (including ByteDance and Tandemn), he builds self-optimizing distributed inference systems and has contributed projects like AIBrix, Lodestar, SLATE, and Kivi. His work bridges formal verification of cluster managers and practical GPU-sharing techniques for DNN workloads, showing a rare mix of theory and production focus. Based in Urbana-Champaign, he frequently publishes code and demos on his personal site and GitHub, and has hands-on experience simulating specialized hardware environments from earlier research roles.
8 years of coding experience
3 years of employment as a software developer
Telecommunication, Telecommunication at FH Technikum WienDoctor of Philosophy - PhD (dropped out in two months), Finance, Doctor of Philosophy - PhD (dropped out in two months), Finance at KAIST COLLEGE OF BUSINESSDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of Illinois Urbana-ChampaignMaster of Science - MS, Computer Science and Engineering, Master of Science - MS, Computer Science and Engineering at Ulsan National Institute of Science and Technology
Github Skills (43)
python10
machine-learning10
deep-learning10
tensorflow10
neural-network10
data-science9
ml9
deep-neural-networks9
microservices8
energy8
counter8
proxies8
security8
pcm8
intel7
Programming languages (4)
Github contributions (5)
gangmuk/gangmuk.github.io
Aug 2019 - Mar 2025
Contributions:206 pushes, 2 branches in 5 years 8 months
ServiceLayerNetworking/SLATE
Sep 2023 - Jun 2024
Contributions:91 pushes, 1 branch in 8 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.