Guanxiong Liu
Associate Researcher
Old Toronto, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolGuanxiong Liu is an applied ML researcher and engineer with eight years of experience building production-ready models and data pipelines for industry leaders like Huawei, Qualcomm, Samsung, and Deepthink.AI. He holds an MS in Applied Computing (ML/AI), a BS in Computer Science and an MBA, combining deep technical skills in Python, C/C++, model compression and NPU-aware development with strong product and business sensibilities. His work spans large-scale data engineering (terabytes and hundreds of thousands of images), imaging and low-light enhancement using NIR/regular image pairs, and edge deployment through pruning and quantization. At Qualcomm he reduced NPU power consumption through tool development, and at Deepthink.AI he led dataset curation and edge-focused model delivery—demonstrating a pragmatic focus on efficiency as well as accuracy. Comfortable bridging research and engineering, he also brings hands-on product leadership from founding a 60+ member campus club, signaling an aptitude for cross-functional collaboration and stakeholder engagement.
8 years of coding experience
5 years of employment as a software developer
Bachelor of Science - BS, Computer Science, Bachelor of Science - BS, Computer Science at University of TorontoHenry Wise Wood High School
Chinese, English
Stackoverflow
27reputation
155reached
0answers
2questions
Github Skills (25)
keras9
object-detection8
mask8
segmentation8
encoder-decoder8
attention-mechanism7
syntax6
swift6
mask-rcnn6
tensorflow6
instance-segmentation6
python6
numpy6
faster-rcnn5
deep-learning5
Programming languages (3)
Github contributions (5)
liuguanxiong/CSC420
Oct 2018 - Apr 2019
Contributions:38 commits, 2 pushes in 6 months
MLforHealth/TieNetReproduction
Oct 2018 - May 2020
Contributions:105 commits, 1 push in 1 year 7 months
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