Ming Liu
ML And Perception Engineer at Orchard
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolMing Liu is a machine learning engineer based in San Francisco with nine years of experience building applied AI systems across startups, academia, and hardware-constrained products. He has shipped end-to-end solutions from LLM backends and AWS-integrated services to on-device computer vision for an AI-powered webcam, and recently contributed to acoustic-based cadence research accepted at ACM CPS-IoT Week. Comfortable moving between Python, C++, embedded deployment, and cloud services, Ming has a track record of optimizing performance (e.g., MATLAB migrations and database speedups) and turning research prototypes into demo-ready products showcased at CES. He blends rigorous academic training from Columbia and UC San Diego with practical, production-focused engineering, and is particularly skilled at extracting high-quality training data and deploying models on low-power hardware.
9 years of coding experience
3 years of employment as a software developer
University of California, San DiegoMaster of Science - MS Electrical Engineering, Master of Science - MS Electrical Engineering at Columbia University
Chinese, English
Github Skills (11)
stellar10
backend10
blockchain9
frontend8
team-project7
helm5
entropy4
tezos3
sdk2
python2
golang1
Programming languages (5)
Github contributions (5)
anlum01/SuggestionBoard
Oct 2018 - Feb 2020
Contributions:4 PRs, 10 pushes, 2 branches in 1 year 4 months
zliu92/shell
Jan 2018 - Mar 2018
Contributions:7 pushes, 1 branch in 1 month
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