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Randall DeFauw

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Sr. Principal Solutions Architect AWS

Randy DeFauw is a Sr. Principal Solutions Architect at AWS. He has over 20 years of experience in technology, starting with his university work on autonomous vehicles. He has worked with and for customers ranging from startups to Fortune 50 companies, launching Big Data and Machine Learning applications. He holds an MSEE and an MBA, serves as a board advisor to K-12 STEM education initiatives, and has spoken at leading conferences including Strata and GlueCon. He is the co-author of the books SageMaker Best Practices and Generative AI Cloud Solutions. Randy currently acts as a technical advisor to AWS' director of technology in North America.

Bio from: Data + AI Summit 2025

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Sponsored by: AWS | Deploying a GenAI Agent using Databricks Mosaic AI, Anthropic, LangGraph, and Amazon Bedrock

In this session, you’ll see how to build and deploy a GenAI agent and Model Context Protocol (MCP) with Databricks, Anthropic, Mosaic External AI Gateway, and Amazon Bedrock. You will learn the architecture, best-practices of using Databricks Mosaic AI, Anthropic Sonnet 3.7 first-party frontier model, and LangGraph for custom workflow orchestration in Databricks Data Intelligence Platform. You’ll also see how to use Databricks Mosaic AI to provide agent evaluation and monitoring. In addition, you will also see how inline agent will use MCP to provide tools and other resources using Amazon Nova models with Amazon Bedrock inline agent for deep research. This approach gives you the flexibility of LangGraph, the powerful managed agents offered by Amazon Bedrock, and Databricks Mosaic AI’s operational support for evaluation and monitoring.