Xingxing Liu
Staff Software Engineer at Abbott
Iowa City, Iowa, United States
Summary
👤
Senior🎓
Top SchoolXingxing Liu is a Staff Software Engineer with a Ph.D. in Electrical and Computer Engineering and nine years of experience applying computer vision and medical image processing to surgical navigation. Currently at Abbott, she develops computer graphics for catheter-guided surgical platforms, building on doctoral research that produced a 3D spine visualization and tool-tracking navigation system. Her background spans GPU-accelerated image processing, deep learning for 3D angiography segmentation, and cross-domain spine segmentation and fluorescence-to-color registration algorithms. Proficient in C#, MATLAB, JavaScript, Unity, 3D Slicer/ImageJ and 3D CAD/printing, she blends research-grade algorithm design with production-focused engineering. She gained practical acceleration experience using CUDA at Alcon and has a track record of internships and collaborations across Philips, Peking University and international labs. Beyond technical depth, she pairs hands-on prototyping (including GUI and 3D printing work) with a clear focus on translating cutting-edge research into safer, more accurate surgical tools.
9 years of coding experience
6 years of employment as a software developer
Bachelor's degree Engineering Physics/Applied Physics, Bachelor's degree Engineering Physics/Applied Physics at University of Science and Technology of ChinaDoctor of Philosophy - PhD Candidate Electrical and Computer Engineering, Doctor of Philosophy - PhD Candidate Electrical and Computer Engineering at University of Iowa
Chinese, English
Github Skills (18)
model-compression7
nas7
neural-architecture-search6
machine-learning-algorithms6
feature-engineering6
python6
automated-machine-learning5
hyperparameter-tuning5
automl5
machine-learning5
pytorch5
data-science4
parameter-tuning4
neural-network4
deep-learning4
Programming languages (1)
Github contributions (5)
xingxing-123/BurgerFormer
Jun 2022 - Nov 2022
Contributions:10 commits, 8 pushes, 1 comment in 4 months
xingxing-123/DDSAS
Oct 2021 - Nov 2021
Contributions:8 commits, 5 pushes, 1 branch in 1 month
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