Shiqi Liu
Machine Learning Engineer
Wuhan, Hubei, China
Summary
👤
Senior🎓
Top SchoolShiqi Liu is a machine learning engineer with eight years of experience specializing in remote sensing and applied mathematics, currently based in Wuhan. He holds a master’s in Applied Mathematics from Xi'an Jiaotong University with a visiting stint at Georgia Tech and a strong academic record. His professional work blends deep learning and classical signal processing to build production-ready systems for remote sensing preprocessing, image interpretation, change detection, and quality assessment. He has practical experience in weakly supervised and active learning methods for semantic segmentation, multispectral/hyperspectral fusion, and phase denoising for SAR data. Comfortable moving algorithms from research to deployment, he has contributed to integrated platforms that schedule operator algorithms and recommend samples for labeling. Beyond remote sensing, he explores generative models and EEG analysis, reflecting a broader curiosity in general AI and mathematical foundations.
8 years of coding experience
3 years of employment as a software developer
Visiting Math Student, GPA 4.11, Visiting Math Student, GPA 4.11 at Georgia Institute of TechnologyMaster's degree, Applied Mathematics, GPA 3.56, Master's degree, Applied Mathematics, GPA 3.56 at 西安交通大学
Chinese, English
Github Skills (17)
cpp8
c-library8
visual-studio8
cmake8
windows8
linux7
swig7
package-manager7
macos6
cross-platform6
setuptools6
scoring5
vcpkg4
lstm3
neural-network2
Programming languages (3)
Github contributions (5)
647LiuSQ/Discovering-influential-factors-in-variational-autoencoders
Jun 2020 - Jun 2021
Contributions:7 commits, 6 pushes, 1 branch in 11 months
647LiuSQ/BLOG
Oct 2021 - Jan 2024
This is my website!
Contributions:1 PR, 26 pushes, 2 branches in 2 years 3 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.