Linlin Zhao
Computer Vision Data Scientist
Dusseldorf, North Rhine-Westphalia, Germany
Summary
👤
Senior🎓
Top SchoolLinlin Zhao is a Computer Vision Data Scientist based in Düsseldorf with 11 years of experience applying machine learning and deep learning to biomedical and industrial problems. Currently at Bayer, she bridges explainable AI and computer vision to deliver production-ready models while maintaining research rigor from her PhD and postdoc in computational biology and proteomics. Her background spans building predictive models from tiny, noisy mass-spectrometry datasets to automating behavioral annotations in long video clips, demonstrating skill at feature engineering, experimental validation and pragmatic model selection. Linlin’s work has led to deployed tools (e.g., OutCyte web app) and peer-reviewed outputs, and she brings cross-disciplinary fluency in control theory, genomics and applied ML. The succinct GitHub motto “上善若水” hints at a thoughtful, adaptive approach to problem solving that balances rigor with humility.
11 years of coding experience
3 years of employment as a software developer
Control theory, Control theory at Technical University MunichPostdoctoral reseacher, Machine learning for proteomics, Postdoctoral reseacher, Machine learning for proteomics at Universitätsklinikum DüsseldorfBachelor's degree, Automation and control theory, Bachelor's degree, Automation and control theory at China Agricultural UniversityDoctor of Philosophy - PhD, Computational Biology, Magna Cum Claude, Doctor of Philosophy - PhD, Computational Biology, Magna Cum Claude at University of Düsseldorf
English, Chinese, German
Stackoverflow
175reputation
2kreached
1answer
4questions
Github Skills (200)
hyperparameter-optimization10
automl10
llm-inference10
data-science10
llm10
python10
machine-learning10
large-language-models10
scaling10
ray10
optimization10
reinforcement-learning10
pytorch10
parallel10
deep-learning10
Programming languages (6)
Github contributions (5)
linlinzhao/linlinzhao.github.io
Dec 2016 - Jan 2021
Contributions:166 commits, 3 PRs, 99 pushes in 4 years 1 month
Bayer-Group/xBCF
Oct 2022 - Feb 2023
Predicting BCF values with explanations
Contributions:12 commits, 1 PR, 11 pushes in 3 months
chemoinformaticsdeep-learningexplanationsbcfmachine-learning
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