Sunwoo Lee
Assistant Professor at Inha University
Incheon, South Korea
Summary
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Rockstar🎓
Top SchoolSunwoo Lee is a tenure-track Assistant Professor of Computer Engineering at Inha University with a decade of experience bridging systems research and large-scale machine learning. His PhD from Northwestern and postdoc work at USC focused on communication-efficient federated learning and parallel training strategies, reflecting a consistent interest in scaling distributed ML. Prior industry and national-lab roles—Samsung Memory Solutions Lab, Fermilab, Argonne, and Berkeley Lab—show a track record of building high-performance I/O and parallel data systems for scientific and embedded applications. He combines academic rigor with hands-on engineering, having developed asynchronous I/O modules and parallel data aggregation software used in cosmology and high-energy physics projects. Based in Incheon, Sunwoo brings practical expertise in memory hierarchies and SSD-based storage servers to his research and teaching, often emphasizing communication- and I/O-efficiency across domains.
10 years of coding experience
8 years of employment as a software developer
Bachelor's degree, Computer Engineering, Bachelor's degree, Computer Engineering at Hanyang UniversityDoctor of Philosophy (PhD), Computer Engineering, Doctor of Philosophy (PhD), Computer Engineering at Northwestern University
Korean, English
Github Skills (32)
marketplace8
fortran8
silo8
ai-agent7
simulation7
mpi7
concatenation7
inference-engine7
federated-learning7
cross-device6
scale6
deep-learning6
parallel-io6
blockchain6
high-energy-physics6
Programming languages (3)
Github contributions (5)
swblaster/personal
Dec 2019 - Mar 2025
Contributions:92 pushes, 4 branches in 5 years 3 months
NU-CUCIS/pcnn
Oct 2020 - Dec 2021
Contributions:3 pushes in 1 year 2 months
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