Jizhizi Li

AI Research Scientist at Canva

Sydney, New South Wales, Australia
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Summary

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Jizhizi Li is an AI research scientist based in Sydney with a PhD in Artificial Intelligence and a decade of cross-disciplinary experience building production-grade ML systems and full-stack platforms. Currently driving foundational generative AI research at Canva and Leonardo.ai, she blends deep learning, computer vision, NLP and knowledge-graph expertise to turn novel algorithms into deployed products. Her background spans enterprise data integration and graph analytics at Tabcorp, industrial-scale CV/NLP systems at JD.com, and end-to-end MLOps and web/cloud engineering from freelance and startup work. Comfortable moving between research and engineering, she has a track record of publishing academic findings while shipping robust models and services in production. A less obvious strength is her breadth across both ontology/semantic-web modelling and hands-on software engineering, enabling solutions that bridge complex data architectures and user-facing AI features.
code11 years of coding experience
job6 years of employment as a software developer
bookBachelor's degree Electrical and Electronics Engineering, Bachelor's degree Electrical and Electronics Engineering at Beihang University
bookThe University of Sydney
bookThe University of Melbourne
languagesEnglish, Chinese
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Github Skills (16)

computer-vision10
segmentation10
composition10
datasets10
image-segmentation9
deep-learning9
multimodal8
survey7
image-processing7
pytorch7
python5
privacy-preserving5
machine-learning-models5
vision-transformer4
opencv1

Programming languages (3)

TeXJupyter NotebookPython

Github contributions (5)

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JizhiziLi/GFM

Oct 2020 - Apr 2022

[IJCV 2022] Bridging Composite and Real: Towards End-to-end Deep Image Matting
Contributions:38 commits, 2 PRs, 27 pushes in 1 year 5 months
mattingimage-mattingend-to-enddeep-learningcomputer-vision
JizhiziLi/AIM

Jul 2021 - Apr 2022

[IJCAI'21] Deep Automatic Natural Image Matting
Contributions:16 commits, 12 pushes, 9 comments in 8 months
pytorchmattingimage-mattingdeep-learningijcai
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