Simeng Han
Data Scientist
Frankfurt, Hesse, Germany
Summary
👤
Senior🎓
Top SchoolSimeng Han is a data scientist at Deutsche Bank with eight years of experience turning data into business value across academia, automotive, and finance. She holds a PhD in Quantitative Marketing from Goethe University, an MSc in Quantitative Marketing from Goethe University, an MSc in Management from the University of Warwick, and a BA in English from Beijing Language and Culture University. Her work blends rigorous statistical methods with NLP-driven insights, reflected in a first-author Journal of Retailing publication and active conference presentations. In academia, she taught Marketing Analytics and Analytics in Customer Value Management and mentored through data analysis with Python and R. In industry, she led data analysis and product-launch initiatives for BMW's China market and now applies data science to risk, marketing, and customer insights at Deutsche Bank. Based in Frankfurt, she combines quantitative rigor with global perspectives and hands-on product experience to drive practical, data-backed decisions.
8 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy - PhD, Quantitative Marketing, Doctor of Philosophy - PhD, Quantitative Marketing at Goethe UniversityMaster of Science - MS, Management, Master of Science - MS, Management at University of WarwickBachelor of Arts - BA, English, Bachelor of Arts - BA, English at Beijing Language and Culture University
Chinese, English, German
Github Skills (107)
python10
deep-learning10
in-progress10
ctc10
transformer10
nlp10
tensorflow10
natural-language-processing10
pytorch10
machine-learning10
speech-recognition10
sequence10
machine-translation9
conformer9
jax9
Programming languages (8)
Github contributions (5)
ShirleyHan6/NTUOSS-DataOdyssey
Aug 2019 - Sep 2019
Contributions:37 commits, 36 pushes, 1 branch in 10 days
ShirleyHan6/BigData
May 2018 - Jan 2019
Contributions:25 commits, 16 pushes, 1 branch in 7 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.