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Cindy Jiang

Speaker

Cindy Jiang

2

talks

Product Manager Databricks

Cindy is a Product Manager at Databricks, working on making UC Managed Tables simple and performant. Before joining Databricks, Cindy graduated from the M&T Program at the University of Pennsylvania with an MSE and BAS in Computer Science and a BS from Wharton.

Bio from: Data + AI Summit 2025

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Talks & appearances

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Delta Lake Liquid Clustering: Lightning-Fast Queries on Massive Datasets

In this presentation, we’ll dive into the power of Liquid Clustering—an innovative, out-of-the-box solution that automatically tunes your data layout to scale effortlessly with your datasets. You’ll get a deep look at how Liquid Clustering works, along with real-world examples of customers leveraging it to unlock blazing-fast query performance on petabyte-scale datasets. We’ll also give you an exciting sneak peek into the roadmap ahead, with upcoming features and enhancements to come.

Data Intelligence on Unity Catalog Managed Tables Powered by Predictive Optimization

In this session, we’ll explore the data intelligence capabilities within Databricks, focusing on Predictive Optimization. This feature enhances the performance of Unity Catalog managed tables by automatically optimizing data layouts, resulting in improved query performance and reduced storage costs. You’ll learn how Predictive Optimization works and see real-world examples of customers using it to fully automate data layout management. We’ll also share a preview of the exciting features and enhancements coming down the road.