The talk discusses the question whether agents can serve in roles of data teams, such as Data Engineer / Scientist / Analyst. While addressing the core questions, it gives practical insights what is needed to extract the most value out of your agent setup, with practical examples and implications for your stack. We will also cover the central topics of evaluation and validation.
Andreas Wagenmann is a Freelance Consultant with over 13 years of hands-on experience, building solutions with focus on ML / AI, Data and Search. He consulted for clients such as Kroger (USA) and Otto (Germany) and in diverse topics including big data, analytics, offline and online testing, search systems, data-driven optimization, ML, LLM and agent implementations and evaluations.
