Yishi Xing
Senior Software Engineer at 3D Medicines Inc
Mississauga, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolYishi Xing is a Senior Software Engineer based in Mississauga with 13 years of experience and deep expertise in Java, Spring Boot, Python, and deep learning frameworks like TensorFlow and PyTorch. She has a strong track record shipping production medical imaging software—building a Class II tumor scoring web app, training UNet/YOLO models to 95%+ real-world accuracy, and deploying models into both standalone and web applications with high automation rates. Comfortable across the stack, she pairs JavaFX and Java APIs for niche hardware integration with model development and deployment workflows. A PhD candidate from University of Maryland with roots at USTC and experience in research settings (FDA, Microsoft Research Asia), she blends rigorous research thinking with pragmatic product delivery. Notably, she collaborates directly with pathologists and lab coordinators to co-optimize algorithms and software, closing the loop between clinical needs and technical solutions.
13 years of coding experience
4 years of employment as a software developer
Bachelor of Engineering - BE, Electrical and Electronics Engineering, 3.8, Bachelor of Engineering - BE, Electrical and Electronics Engineering, 3.8 at University of Science and Technology of ChinaThe University of Maryland, College Park
English, Chinese
Github Skills (29)
intellij9
deploying9
scala8
java8
keras-tensorflow8
linear-algebra8
modular7
artificial-intelligence7
spark7
differentiation7
gpu7
keras7
python7
math-library7
c-library7
Programming languages (2)
Github contributions (5)
abcxys/VidarOnlineShop
Oct 2023 - Sep 2024
Contributions:543 pushes, 1 branch in 1 year
abcxys/vidarcart-angular
Jul 2024 - Sep 2024
Contributions:11 pushes, 1 branch in 1 month
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