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Paul Larsen currently serves as the Head of Data and AI at mkdev and a Machine Learning Research Collaborator at the Max Planck Institute, focusing on adversarial datasets for machine learning. Their previous roles include Lead Data Scientist at a stealth FinTech startup, Head of Data Analytics Practices at Allianz, and Head of Data Science at Allianz Global Corporate & Specialty. Notable achievements include the integration of AI assets into IT architecture, development of AI-enabled data processing solutions, and significant improvements in operational risk modeling. Paul holds advanced degrees in Mathematics from Humboldt-Universität zu Berlin and the University of Oxford, and has a strong foundation in mathematical theories, machine learning, and data science methodologies.