Yuwen Duan
Data Scientist
Greater Sydney Area Australia
Summary
👤
Senior🎓
Top SchoolYuwen Duan is a Data Scientist with a Ph.D. in Physics and over a decade of experience applying machine learning, statistical and mathematical modeling to industrial and academic problems. Currently at Cotiviti in the Greater Sydney area, she brings strong programming skills in Python, SQL and C++ and practical big data experience with PySpark and Google Cloud. Her background in photonics and femtosecond laser research informs a rigorous experimental mindset and expertise in designing optical characterisation systems and complex data pipelines. As a former lecturer, she has built ML models to analyze student performance and led interdisciplinary projects bridging lasers and neural stimulation. She combines deep research experience with production-focused toolchains (Flask REST APIs) to move models from prototype to deployment. Colleagues value her ability to translate advanced physics concepts into usable analytics that deliver measurable business and educational impact.
11 years of coding experience
1 year of employment as a software developer
Bachelor's degree, Telecommunications Engineering, Bachelor's degree, Telecommunications Engineering at Beijing University of Posts and TelecommunicationsDoctor of Philosophy - PhD, physics, photonics, Doctor of Philosophy - PhD, physics, photonics at Macquarie University
Github Skills (77)
css-in-js10
serve10
html-webpack-plugin10
javascript10
react-components10
react-native-web10
inject10
cross-platform10
vue10
gui-framework10
react-native10
element-ui10
react-dom10
webpack10
webpack-plugin10
Programming languages (4)
Github contributions (5)
dyw934854565/guji
Dec 2018 - Feb 2020
咕叽 a helper lib
Contributions:6 commits, 6 PRs, 73 pushes in 1 year 2 months
helper-lib
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