Jacky Lee
Software Development Engineer at Amazon Web Services (AWS)
San Francisco, California, United States
Summary
🤩
Rockstar🎓
Top SchoolJacky Lee is a Software Development Engineer with 10 years of experience applying cloud computing, machine learning, and MLOps to production systems, currently building at Amazon Web Services in San Francisco. A Harvey Mudd alum with a Math/CS background and internships at Facebook and UCLA, he blends rigorous academic training with hands-on engineering across startups and large cloud platforms. His recent work focuses on operationalizing LLMs and ML pipelines, bridging model research from his Kintsugi machine learning role into scalable AWS services. Comfortable navigating both research and production constraints, he brings a pragmatic approach to reliability, cost-aware design, and model deployment. An engineer who also tutored peers academically, Jacky leverages clear communication to translate complex ML concepts into maintainable systems.
10 years of coding experience
2 years of employment as a software developer
Bachelor’s Degree, Bachelor’s Degree at Harvey Mudd CollegeHigh School, High School at Saratoga High SchoolHong Kong University of Science and Technology (HKUST)
English, Chinese, Chinese, Spanish, Japanese
Stackoverflow
95reputation
3kreached
2answers
6questions
Github Skills (105)
python10
mxnet10
sagemaker10
amazon-sagemaker10
huggingface10
deploying10
tensorflow10
amazon10
pytorch10
machine-learning-models10
machine-learning10
aws10
scheduler9
hugo-theme9
monitor9
Programming languages (16)
Github contributions (5)
grenmester/Mainroad
May 2017 - May 2020
Responsive, simple, clean and content-focused Hugo theme based on the MH Magazine lite WordPress theme
Contributions:4 PRs, 4 pushes in 3 years
hugowordpresswordpress-themecleanfocused
grenmester/dotfiles
Jan 2017 - Jan 2023
Contributions:178 commits, 127 pushes, 1 branch in 6 years 1 month
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