Jihan Kim
Software Engineer
Seoul, United States
Summary
👤
Senior🎓
Top SchoolJihan Kim is a Senior Scientist and engineer with a decade of experience blending scientific research, software signal processing, and high-performance computing to deliver data-driven solutions. With a PhD in Physics and a track record building end-to-end pipelines (Python, PyTorch, OpenCV, Open3D) for 3D reconstruction and lab automation, she translates complex experimental needs into production-ready algorithms and workflows. Her background spans automated laboratory protocols, image analysis for large 3D microscopy datasets, and CUDA-enabled ML optimization, often improving processing speed or data fidelity by an order of magnitude. She pairs rigorous statistical and modeling expertise with hands-on systems work—from configuring Linux/CUDA environments to debugging symbolic lab languages—so she comfortably bridges research and operations. Notably, she led development of a novel 3D compression and reconstruction stack that maintained 98% color accuracy while reducing model size tenfold, demonstrating both scientific rigor and practical engineering impact.
10 years of coding experience
10 years of employment as a software developer
Doctor of Philosophy (PhD), Physics, Doctor of Philosophy (PhD), Physics at Oregon State UniversityBachelor of Science (B.S.), Physics, Bachelor of Science (B.S.), Physics at University of Hawaii at Manoa
Github Skills (22)
python10
machine-learning10
knob-control9
classification9
tensorflow9
neural-network9
deep-learning9
deep-neural-networks8
ml8
annotations8
data-science8
semantic-segmentation7
rectangle7
computer-vision7
wpf6
Programming languages (4)
Github contributions (5)
jihankim/KnobControl
Jan 2016 - Aug 2022
Simple WPF/C# Knob Control Proejct
Contributions:1 review, 19 commits, 1 PR in 6 years 7 months
xamldotnetcsharpwpfknob
jihankim/coursera-neural-networks-for-machine-learning
Oct 2016 - Nov 2016
Contributions:5 pushes, 1 branch in 1 month
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