Fei Zhan
Data Scientist
Greater Brisbane Area Australia
Summary
👤
Senior🎓
Top SchoolFei Zhan is a data scientist with 11 years of experience blending rigorous research-grade analytics and production data engineering to drive customer-centric solutions across retail, gaming, and adtech. Currently splitting time between CitrusAd and LoyPal, he builds scalable data platforms and predictive models that translate customer behaviour into measurable growth. His background includes migrating enterprise data warehouses to cloud-native lakes, developing high-accuracy churn and marketing models, and inventing a deep-learning based customer segmentation approach that outperforms traditional clustering in high dimensions. Fei began his career in theoretical physics (Dr. rer. nat., magna cum laude) and brings that quantitative rigor to feature engineering and model validation, including discovering and correcting benchmark errors in peer-reviewed research. Comfortable from supercomputer workflows to PyPI-packaged prototypes, he combines academic depth with a pragmatic focus on productionisation and business impact.
11 years of coding experience
3 years of employment as a software developer
Doctor of Science, Theoretical physics, magna cum laude, Doctor of Science, Theoretical physics, magna cum laude at Universität AugsburgBachelor of Science (B.S.), Physics, Bachelor of Science (B.S.), Physics at Shandong UniversityMaster of Science (M.Sc.), Theoretical physics, Master of Science (M.Sc.), Theoretical physics at Institute of physics, Chinese academy of sciences
English, Chinese, German
Github Skills (119)
python10
data-manipulation10
deep-learning10
bokeh10
dataframes10
statistics10
pandas10
ml10
ipywidgets10
neural-network10
jupyter10
data-science10
tensorflow10
data-analysis10
visualization10
Programming languages (7)
Github contributions (5)
enfeizhan/kaggle_proj
Nov 2015 - Apr 2018
Contributions:85 pushes, 1 branch in 2 years 6 months
enfeizhan/lyrics
Dec 2017 - Mar 2018
Contributions:99 commits, 84 pushes, 4 branches in 3 months
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