Jia Zheng
Senior Research Engineer at Kujiale
Hangzhou City, Zhejiang, China
Summary
🤩
Rockstar🎓
Top SchoolJia Zheng is a Senior Research Engineer with 11 years of experience specializing in computer vision and machine learning, currently leading manycore spatial-intelligence research at Manycore Tech in Hangzhou. At Kujiale and ShanghaiTech she pioneered data-driven 3D reconstruction and layout understanding—authoring first-of-their-kind models for CAD reconstruction from orthographic views (ICCV 2023) and face-loop identification from line drawings (CVPR 2022). Her work bridges deep learning with geometric optimization and dataset curation, including large photo-realistic and wireframe datasets that enabled follow-on research and benchmarks. Comfortable in both academic and product-driven settings, she has a track record of publishing at top venues and organizing challenge tracks that shape the field. Collected training in detection and control plus an MS in Computer Science underpin a pragmatic approach to turning geometric insight into deployable AI systems.
11 years of coding experience
4 years of employment as a software developer
Master of Science, Computer Science, Master of Science, Computer Science at ShanghaiTech UniversityBachelor of Engineering, Detection, Guidance and Control Technology, Bachelor of Engineering, Detection, Guidance and Control Technology at Northwestern Polytechnical University
Github Skills (67)
annotations10
deep-learning10
computer-graphics10
3d10
mesh10
robotics10
ai10
cad10
scene10
computer-vision10
line-drawing10
3d-reconstruction10
artificial-intelligence10
natural-language-processing10
voxel10
Programming languages (9)
Github contributions (5)
bertjiazheng/bertjiazheng
Jul 2020 - Nov 2025
Contributions:36 pushes, 1 branch in 5 years 4 months
CYang0515/NonCuboidRoom
Apr 2021 - Sep 2022
Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB Image
Contributions:7 commits, 12 pushes, 2 branches in 1 year 4 months
3dcomputer-visiondeep-learningscene-understandingroom-layout
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