Mark Lee
Seoul, Korea, Republic of
Summary
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SeniorMark Lee is a Software Development Engineer at AWS with 11 years of hands-on experience focused on machine learning, computer vision, and robotics. He has a strong track record of productionizing ML systems—optimizing inference for 1.6x speedups, halving memory footprint to double deployment capacity, and building latency and bottleneck benchmarking tools for PyTorch. His background spans research and applied roles from zooplankton classification at Scripps (95%+ test accuracy on million-image datasets) to robot obstacle-filtering and C++ performance tuning at Brain Corp. A UC San Diego summa cum laude CS graduate, he combines deep academic rigor with practical engineering that repeatedly turns models into scalable, efficient deployments. An under-the-radar strength is his cross-language systems work, from ONNX/Darknet interfacing to low-level performance optimizations, enabling ML pipelines end-to-end.
11 years of coding experience
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (28)
markdown10
git10
appwrite10
javascript10
digitalocean10
dsa-algorithm10
nodejs10
pullrequest10
react10
github9
python9
linux9
typescript9
tech-blog9
django-admin8
Programming languages (7)
Github contributions (5)
lee-seul/problem_classification
Nov 2017 - Feb 2019
Contributions:147 pushes, 1 branch in 1 year 2 months
lee-seul/Testing-goat
Mar 2017 - Apr 2017
Contributions:44 commits, 37 pushes, 1 branch in 13 days
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