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Explore how transformer-based foundation models are revolutionizing financial payment systems through deep contextual understanding of sequential transaction data in this 37-minute conference talk from AWS re:Invent 2025. Discover how NVIDIA and AWS experts demonstrate the training and deployment of large-scale tabular foundation models for real-time fraud detection, customer experience personalization, and complex transaction pattern interpretation. Learn about cloud-based AI factories that enable scalable deployment, NVIDIA's accelerated computing solutions for efficient model training and fine-tuning, and AWS's secure, scalable cloud infrastructure supporting these advanced financial applications. Gain insights into the practical implementation of transformer architectures specifically designed for financial data processing and understand how these technologies are reshaping the future of payment systems and financial services through enhanced security, personalization, and analytical capabilities.
Syllabus
AWS re:Invent 2025 - The Next Frontier in Financial Systems: Transformer-based Foundation Models
Taught by
AWS Events