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Discover how Basecamp Research is building a proprietary digital twin of life on Earth in this lightning talk from Data Council 2025. Data Engineering Lead Saif Ur-Rehman explains the company's global biological data supply chain that powers next-generation foundation models, addressing the 99.9% knowledge gap in life sciences. Learn about heterogeneous multilayer data representations and their importance for teams managing complex experimental workflows and state-of-the-art AI models in biological research. This 18-minute presentation provides valuable insights for professionals working at the intersection of data engineering and biological sciences.