Hua Guo
Senior Data Scientist
Amsterdam, North Holland, Netherlands
Summary
👤
Senior🎓
Top SchoolHua Guo is a Senior Data Scientist based in Amsterdam with nine years of experience applying machine learning to user growth, recommendation, and revenue optimization in high-traffic consumer products. With a strong engineering foundation—Python, PySpark, Spark, Hive, Docker, Airflow and production ML best practices—he has shipped ranking, cancellation prediction and uplift-marketing models at scale for companies like Vio.com and Meituan. His background in nuclear engineering and early Monte Carlo simulation work gives him a rigorous, experimental mindset that he brings to A/B testing, offline evaluation and interpretability. Equally comfortable prototyping deep-learning solutions (CNNs/LSTM) and productionizing scalable pipelines, he bridges research and product to turn complex business metrics into actionable models.
9 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 (102)
model-management10
mcmc10
bayesian-inference10
ai10
dvc10
bayesian10
lifecycle10
machine-learning10
statistical-inference10
probabilistic10
mlflow9
latex9
latexmk9
probabilistic-programming9
apache-spark9
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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