Johannes Bernhard

Industriepromotion zur Datenreduktion im Bereich Autonomes Fahren in Zusammenarbeit mit dem Forschungszentrum Informatik des Karlsruher Institut für Technologie.

Durchführung von Data Science Projekten im CRM-Umfeld

-Analysing the stability of suppliers to prevent defaults in the supply chain - Using financial figures to create ratings and gradings of suppliers - Working in the process to reduce corporate risks of the ZF Friedrichshafen

-Managing practice group of 30 students for the module “Introduction to Financial Accounting” - Presenting methods and exercises to help the students to prepare for the exams and serving as contact person for questions regarding the course

- Programming scoring models to evaluating the credit risk of the Mercedes-Benz Bank with the database language SAS - Recalibrating and improving existing rating systems for credit customers of Daimler Financial Services with the database language SAS

Industriepromotion zur Datenreduktion im Bereich Autonomes Fahren in Kooperation mit der ZF Friedrichshafen AG.

- Core modules: Data Science, Machine Learning, Cluster Analysis, Statistical Learning, Neuronal Networks, Time Series Analysis

- Core modules: Statistics, Econometrics, Applied Econometrics, Capital Market Theory, Numerical Mathematics, Numerical Optimisation, Linear Algebra, Analysis (more informations in the uploaded CV)