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Sebastian Diaz

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SVP of Data & AI Qubika

With over 15 years of experience in the technology space — including more than six years leading data and AI teams — I’m recognized as a thought leader in the field. I regularly speak at top industry events such as the DAMA-Wisconsin Expo, MinneAnalytica in Minneapolis, ConnectIA, Disney’s Data & Analytics Conference (DDAC), and Databricks Meetups. My talks on generative AI, large language models, and data-driven innovation are designed to offer clarity and direction to CTOs and senior technology leaders navigating today’s evolving landscape.

Bio from: Data + AI Summit 2025

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Sponsored by: Qubika | Agentic AI In Finance: How To Build Agents Using Databricks And LangGraph

Join us for this session on how to build AI finance agents with Databricks and LangChain. This session introduces a powerful approach to building AI agents by combining a modular framework that integrates LangChain, retrieval-augmented generation (RAG), and Databricks' unified data platform to build intelligent, adaptable finance agents. We’ll walk through the architecture and key components, including Databricks Unity Catalog, ML Flow, and Mosaic AI involved in building a system tailored for complex financial tasks like portfolio analysis, reporting automation, and real-time risk insights. We’ll also showcase a demo of one such agent in action - a Financial Analyst Agent. This agent emulates the expertise of a seasoned data analyst, delivering in-depth analysis in seconds - eliminating the need to wait hours or days for manual reports. The solution provides organizations with 24/7 access to advanced data analysis, enabling faster, smarter decision-making.