2018 - 2023: Preparation for company founding

Role: Data Scientist Automotive
Customer: Fleet Management

Tasks:

• Development of a web-based B2B system using Django, enabling business clients to independently manage and structure their company data
• Data preparation and analysis using Python
• Creation of visualizations and customized client presentations
• Application of machine learning methods (regression, classification, cluster analysis)
• Analysis of vehicle usage behavior (time series analysis)
• Classification of driver types (cluster and factor analysis)

2012 - 2017: Statistical Analyses

Role: Data Analyst and Quality Manager
Customer: Karlsruhe Institute of Technology

Tasks:

• Statistical Analyses, questionnaire development
• Program reporting and presentation of results to various stakeholder groups (including the university executive board)
• Process manager for internal accreditation processes of study programs, overseeing the overall organization of accreditation procedures
• Project Management

2010 - 2012: Data visualization and analysis of questionnaire results

Role: Market Research Internet
Customer: Energy, and Car Market Research

Tasks:

• Study organization (sample design, questionnaire development, reporting)
• Funnel analysis of customer journeys across online and offline channels
• IT-Systemtechniker und Onsite Support