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Explore the Department of Energy and NNSA's collaborative effort to revolutionize data management through Project Alexandria in this 27-minute conference talk. Discover how this centralized repository aims to streamline data collection and management for NA-22 projects, allowing researchers to focus on scientific pursuits. Learn about the infrastructure and architecture developed to support this massive endeavor, including common challenges faced by data management platforms. Gain insights into how Databricks and Generative AI are being utilized to enhance data computation and curation capabilities. Presented by John Darrington, Principal Digital Architect at Idaho National Laboratory, this talk offers valuable perspectives on the future of scientific data management and the potential impact of Project Alexandria on research efficiency.