Shuangjun Liu
SENIOR MACHINE LEARNING RESEARCHER ENGINEER at Northeastern University
Boston, Massachusetts, United States
Summary
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Senior🎓
Top SchoolShuangjun Liu is a Senior Machine Learning Researcher Engineer in Boston with a decade of experience tackling visual perception under adversarial or data-scarce conditions, especially in human-centered domains like pose estimation and body synthesis. He blends academic rigor (PhD in Electrical and Electronics Engineering, 3.96 GPA) with industry impact at Qualcomm, Hyperfine, and Amazon, focusing on localization, tracking, action recognition, and MRI image simulation. His work spans domain knowledge integration, transfer learning, image translation, GAN- and 3D-engine-based human synthesis, and AR assistive cues for Parkinson’s—efforts that produced datasets and ECCV/ICCVW/TPAMI publications. He has a strong track record in medical-care-related vision problems where labeling is costly, including in-bed pose estimation and diffusion-weighted MRI simulation. Notably, he combines robotics/mechatronics roots and practical systems engineering (motor drivers, haptics) with advanced ML, enabling solutions that bridge simulation, data augmentation, and real-world deployment.
9 years of coding experience
3 years of employment as a software developer
Doctor of Philosophy - PhD, Electrical and Electronics Engineering, 3.96, Doctor of Philosophy - PhD, Electrical and Electronics Engineering, 3.96 at Northeastern UniversityBachelor of Science (BS), Mechanical Design, Manufacturing and Its Automation, Bachelor of Science (BS), Mechanical Design, Manufacturing and Its Automation at Dalian University of Technology
English, Chinese
Stackoverflow
93reputation
11kreached
1answer
3questions
Github Skills (122)
high-resolution-net10
representation-learning9
libtorch9
computer-vision9
pose9
image-processing9
high-resolution9
python9
gpu9
deep-learning9
machine-learning9
arxiv9
numpy8
neural-network8
rendering8
Programming languages (10)
Github contributions (5)
ostadabbas/in-bed-pose-estimation
Nov 2017 - Jun 2019
Contributions:18 commits in 1 year 6 months
ostadabbas/AdaptedHumanPose
Oct 2019 - Jan 2022
Contributions:12 commits in 2 years 3 months
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