This thesis opportunity at Idealo internet GmbH aims to leverage modern machine learning techniques for intelligent offer cataloging within the e-commerce environment. The candidate will engage in research and development, focusing on large language models and agent-based systems. Key responsibilities include developing applications in Python and evaluating new ideas against real-world data.