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Madhu Kolli

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Sr Director AI First American Financial

As Senior Director of Data Science, I spearhead the development and implementation of Generative AI and Machine Learning capabilities. My expertise encompasses Natural Language Processing (NLP) with Large Language Models (LLMs), computer vision, and ML operations. I lead high-performing ML research, ML engineering, and data science teams to deliver transformative solutions. By fostering collaboration with stakeholders across various divisions, I drive innovation and ensure impactful, data-driven outcomes.

Bio from: Data + AI Summit 2025

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Transforming Title Insurance With Databricks Batch Inference

Join us as we explore how First American Data & Analytics, a leading property-centric information provider, revolutionized its data extraction processes using batch inference on the Databricks Platform. Discover how it overcame the challenges of extracting data from millions of historical title policy images and reduced project timelines by 75%. Learn how First American optimized its data processing capabilities, reduced costs by 70% and enhanced the efficiency of its title insurance processes, ultimately improving the home-buying experience for buyers, sellers and lenders. This session will delve into the strategic integration of AI technologies, highlighting the power of collaboration and innovation in transforming complex data challenges into scalable solutions.