Samuel Deucker is a German industrial engineering and management student at Karlsruhe Institute of Technology, specializing in data science, applied AI, and production engineering. He has practical experience in data analysis, machine learning, and digital twins through positions at Fraunhofer, EnBW, Carnival Maritime, and Bosch Research, as well as international experience from an academic exchange at Tongji University in Shanghai. He has published research on time-series prediction for CNC machines.