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David Tempelmann

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David Tempelmann

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Staff Data Scientist Databricks

David is a Senior Resident Solution Architect and Data Scientist at Databricks. He works with customers to architect and deploy production-ready data science solutions. David has extensive experience implementing data and AI projects across various industries including retail, finance, and audit, both at Databricks and in previous roles.

Bio from: Databricks DATA + AI Summit 2023

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From Days to Minutes - AI Transforms Audit at KPMG

Imagine performing complex regulatory checks in minutes instead of days. We made this a reality using GenAI on the Databricks Data Intelligence Platform. Join us for a deep dive into our journey from POC to a production-ready AI audit tool. Discover how we automated thousands of legal requirement checks in annual reports with remarkable speed and accuracy. Learn our blueprint for: High-Performance AI: Building a scalable, >90% accurate AI system with an optimized RAG pipeline that auditors praise. Robust Productionization: Achieving secure, governed deployment using Unity Catalog, MLflow, LLM-based evaluation, and MLOps best practices. This session provides actionable insights for deploying impactful, compliant GenAI in the enterprise.