Sofiia Kosovan

• Curating a customer SQL database for a large automobile company which includes responsibilities such as: producing reports, checking data availability, ensuring accurate data transmission between multiple sites and systems, modifying data structure to suit customer needs • Analyzing the complexity of text-based speech patterns • Improving device performance using ML techniques • Optimization of customer attainment

• Project management of an extensive project for the early detection of machine failures • Creation of models based on different types of data, with approaches from AI and machine learning (image processing, video recognition, various classification, regression and clustering techniques) • Cooperation with other business units of the Reifenhäuser Group as well as support for research projects in the context of processing advanced topics from the area of Industry 4.0

I wrote Master Thesis on the topic: Dialogue Response Generation using Neural Networks with Attention and Background Knowledge. After that I published the paper and won Best Paper Award at the conference in the University of Bonn: https://www.semanticscholar.org/paper/Dialogue-Response-Generation-using-Neural-Networks-Kosovan-Lehmann/43be45c5444da0fda810886cfa4fb21573996853 https://twitter.com/CSCUBS_Bonn/status/864864695882317824

I was working as a student assistant in Big Data Analytics. Programming in Python and applying machine learning technics to industry projects.

Media Informatics studies with final grade 2.0. Main subjects were machine learning, computer graphics and data mining.

Bachelors degree with high honors in applied mathematics. Studies included different mathematics subjects as well as probability theory and informatics.