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Dominik Hait began their work experience in 2016 with an internship at Opel during their Praxissemester. In 2017, they completed their Bachelorthesis at Opel. In 2018, they joined Continental as a Werkstudent des Senior Vice President Corporate Quality & Environment before transitioning to the role of Masterand - Neural Network-based Entity Embeddings for Structured Data. In 2020, they joined statworx as a Junior Consultant Data Science before being promoted to Consultant Data Science in November 2021.

Dominik Hait completed their Master of Science (MS) degree in Management from the Frankfurt School of Finance & Management from 2018 to 2020. Prior to that, they pursued a Bachelor of Engineering (BE) in Fahrzeugtechnik from the Cologne University of Applied Sciences from 2014 to 2018. In addition to their formal education, Dominik obtained a certification in "Python für Data Science, Machine Learning & Visualization" from Udemy in January 2020.