Byungsoo Jeon
Sr. System SW Engineer at NVIDIA
Pittsburgh, Pennsylvania, United States
Summary
🤩
Rockstar🎓
Top SchoolByungsoo Jeon is a senior systems software engineer and Ph.D. graduate from Carnegie Mellon University with 11 years of experience building automated, portable distributed ML systems and compilers for efficient multimodal and large language model inference. He currently develops a compiler for distributed Transformer inference in TensorRT at NVIDIA, after helping build a distributed LLM inference engine at OctoAI. His research-driven approach focuses on parallelism, operator fusion, and graph optimizations, informed by internships at Google and AWS and mentorship from Prof. Tianqi Chen and Prof. Zhihao Jia. Comfortable bridging theory and production, he has a track record of shipping end-to-end systems from mobile games to tera-scale graph and tensor tools. Based in Pittsburgh, he blends deep ML systems research with hands-on engineering to make high-performance inference portable across hardware.
10 years of coding experience
10 years of employment as a software developer
Busan Science High SchoolDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Carnegie Mellon UniversityBachelor of Science (B.S.), Computer Science, Summa Cum Laude, Bachelor of Science (B.S.), Computer Science, Summa Cum Laude at 한국과학기술원(KAIST)
Korean, English, Chinese
Github Skills (37)
spirv10
opencl10
tvm10
vulkan10
javascript10
cpu10
gpu-programming10
machine-learning10
metal10
deep-learning10
gpu10
compiler10
tensor10
gpu-acceleration10
ray8
Programming languages (3)
Github contributions (5)
Continual-Lifelong-Learning/resources
Jul 2019 - Feb 2020
Contributions:45 commits, 33 pushes, 1 branch in 7 months
MadFunMaker/neural_recommender_notes
Feb 2017 - Mar 2017
Contributions:77 commits, 77 pushes, 1 branch in 1 month
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