Hua Guo
Senior Data Scientist
Amsterdam, North Holland, Netherlands
Summary
👤
Senior🎓
Top SchoolHua Guo is a Senior Data Scientist based in Amsterdam with 8 years of experience delivering ML-powered business impact. At Vio.com, he focuses on user-intent prediction, ranking, and cancellation prediction to boost user experience and revenue. He previously built recommender systems and ML pipelines at Meituan and JJ.cn, collaborating with product teams to define metrics and run offline and online experiments. He brings a strong software engineering discipline to ML, with Python, SQL, Scala, Java, Spark/Hadoop, Airflow, Docker, and CI/CD workflows. His unusual career path from nuclear energy engineering to data science demonstrates his ability to pivot complex domains into practical solutions. Based in the Netherlands, he combines cross-functional, global experience to drive scalable ML initiatives at Vio.com.
8 years of coding experience
3 years of employment as a software developer
Bachelor of Science - BS, Nuclear Engineering and Technology, Bachelor of Science - BS, Nuclear Engineering and Technology at Harbin Engineering UniversityMaster of Science - MS, Nuclear Energy Engineering, Master of Science - MS, Nuclear Energy Engineering at KTH Royal Institute of TechnologyMaster of Science - MS, Nuclear Energy and Nuclear Technique Engineering, Master of Science - MS, Nuclear Energy and Nuclear Technique Engineering at Tsinghua University
Chinese, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (108)
model-management10
mcmc10
bayesian-inference10
ai10
dvc10
bayesian10
lifecycle10
machine-learning10
statistical-inference10
probabilistic10
mlflow9
latex9
latexmk9
probabilistic-programming9
tensorflow-2-09
Programming languages (6)
Github contributions (5)
xiaoye-hua/MachineLearning_DataScience
Nov 2018 - Nov 2022
Materials that I have used to learn machine learning and deep learning
Contributions:92 commits, 71 pushes, 1 branch in 4 years
pythondeep-learninglearn-machine-learningmachine-learningneural-network
xiaoye-hua/xiaoye-hua.github.io
Sep 2018 - Oct 2023
Contributions:91 pushes, 1 branch in 5 years 2 months
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