About Michael
Double expertise Data scientist & Data analyst | X-HEC Alumni | Trilingual
Skills:
- Claude Code Setup AI Agent Infrastructure + Data Structure -> Automising Tasks
- Power BI Expert
- Python : Pandas, Scikit learn, Tensorflow, Numpy, XGB, Matplotlib,
- SQL : PostGre SQL, My SQL
- Web scraping : Beautiful Soup, Scrappy, Selenium
English
Native or bilingual
German
Native or bilingual
French
Basic
Can work on-site
Stuttgart (up to 50km)
Experience
- SKPData ScientistApril 2024 - Today (2 years and 3 months)Berlin, GermanyWork as Freelancer and regular employed Data Scientist - Implemented Transaction Data Algorithms (Classification, Risk Modeling)
- BNP Paribas Personal FinanceResearch Data ScientistApril 2023 - Today (3 years and 3 months)Bordeaux, France
- DELOITTEGlobal Algorithm Team- Credit Risk Modeling / Machine Learning / DigitalizationApril 2022 - September 2022 (5 months)Frankfurt, Germany- Coded front- and backend applications in MARS (Managed Application Risk Service) using agile working principles- Improved AUC of credit risk model by 0.05 through creating synthetic data with BorderlineSMOTE algorithm for the bank of a German car maker- Automated Data Preprocessing down to 20 minutes instead of multiple hours spend creating a compatible data set- Introduced a sampling tab to over/under or stratified sample datasets, used Imblearn to sample and Plotly to visualize- Simplified onboarding with batch files to one click instead of a lengthy fault prone process
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Education
- Master of ScienceHEC PARIS2023Master of Science - MS, Data Science for Business X-HEC
- Master of ScienceÉcole Polytechnique2023Master of Science - MS, Data Science for Business X-HEC