At Redcare Pharmacy (SHOP APOTHEKE), I developed machine learning and causal inference models for pricing optimization and customer retention. I also built a recommendation system for products frequently bought together; A/B testing showed an approximately 3% increase in average basket size.
I developed automated product-matching and data-integration workflows across European markets, supporting a provider migration while reducing data acquisition costs by nearly 50%. I also built Python and SQL ETL pipelines processing multi-million monthly transactions.
Previously, at ERGO GROUP AG, I supported data science initiatives through data architecture, fuzzy matching, ETL development and web crawling. At FIERCE NATION, I worked on music data analysis, interactive Power BI dashboards and machine learning models for music consumption and playlist recommendations.

