Jonghyun Choe
Deep Learning Software Engineering Intern @ NVIDIA
About
I previously worked as a research intern at NVIDIA / Speech AI Lab, where I developed low-latency systems and optimized model inference under strict resource and system constraints. I’ve also worked extensively on workload profiling, Linux scheduler analysis, and large-scale system optimization. I am passionate about building efficient and scalable infrastructure that bridges the gap between machine learning and real-world systems.I will graduate in December 2026 and open to new grad roles. Feel free to reach out at jonghyuc@andrew.cmu.edu
United States
San Francisco Bay Area
Computer Software
Performance Engineering, Large Language Models (LLM), Inference, TensorRT-LLM, vLLM, SGLang, PyTorch, CUDA, GPU Kernel Development, Nsight Systems, ML Systems, ML Compiler, GPU, Hardware/Software Co-design, Distributed Systems, Machine Learning, Edge ML, Transformers, C++, C (Programming Language)
Experience
Deep Learning Software Engineering Intern
NVIDIA
Santa Clara, CA
Automated inference workflow for TensorRT-LLM, NVIDIA's inference engine
Research Intern @ Catalyst Lab
Carnegie Mellon University
Pittsburgh, PA
Efficient ML compiler and GPU kernels (Advisor: Tianqi Chen)
Jane Street SEE (Software Engineering Track)
Jane Street
Hong Kong SAR
Software engineering track on-site program
Research Intern @ NVIDIA / Speech AI Lab
NVIDIA
Seoul, South Korea
Dynamic LLM inference (Advisor: Namjoon Kim)
Research Intern @ ARC Lab
Seoul National University
Seoul, South Korea
RISC-V CPU architecture and HW/SW co-design (Advisor: Jae W. Lee)
Research Intern @ CAP Lab
Seoul National University
Seoul, South Korea
Linux OS scheduler and real-time systems (Advisor: Soonhoi Ha)
Software Engineer
두나무 (Dunamu)
Seoul, South Korea
Top 5 global digital asset exchange
Education
Carnegie Mellon University
Computer Science
Expected Dec 2026 Relevant Coursework: Machine Learning Systems, Parallel Computer Architecture and Programming
Seoul National University
Relevant Coursework: Operating Systems, Advanced Computer Architecture, Scalable High Performance Computing
Newton South High School
Jonghyun Choe's Contact Information
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