Data Scientist

6/2022 – offen

Data processing, data cleaning, implementing ML models, performing statistical analysis, and creating interactive dashboards for clients.

Datenanalyse, Machinelles Lernen (allg.), Strategischer Einkauf

5/2021 – 6/2021

Strategic procurement projects for one of Germany's largest transportation providers, applying game-theoretic principles to negotiation design, performing data analysis, and implementing data pipelines and innovative customized ML algorithms in R. Optimizing inventory in the retail sector of the automotive industry by analyzing customer data using data mining techniques (clustering and Market Basket Analysis) in R to minimize picking time and split shipments by discovering purchasing patterns. Developing the subsidiary startup cnxtechnology by identifying use cases of AI and simulations. Identifying data requirements to answer the business problem at hand, extracting and cleaning data from databases, and creating interactive dashboards in Power BI to communicate findings to the client. 

Data Science, Inventurmanagement, Microsoft Power BI, Simulation Geschäftsprozesse, Strategischer Einkauf

1/2021 – 5/2021

Data analysis using supervised ML models such as lasso and ridge regressions, predicting the impact of ISIS propaganda and foreign aid on local support for ISIS in Afghanistan. 

Lineare Regression, Statistik (allg.)