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Darshana Sivakumar

Speaker

Darshana Sivakumar

5

talks

Staff Product Manager Databricks

Darshana is a Product Lead at Databricks, where she leads Delta Sharing and Databricks Marketplace as part of the Lakehouse Collaboration team. She is passionate about empowering organizations to innovate through data and AI. Prior to Databricks, she worked on Vault Enterprise at HashiCorp, and earlier helped launch AWS analytics services including AWS Glue and Amazon Athena.

Bio from: Databricks DATA + AI Summit 2023

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Delta Sharing in Action: Architecture and Best Practices

Delta Sharing is revolutionizing how enterprises share live data and AI assets securely, openly and at scale. As the industry’s first open data-sharing protocol, it empowers organizations to collaborate seamlessly across platforms and with any partner, whether inside or outside the Databricks ecosystem. In this deep-dive session, you’ll learn best practices and real-world use cases that show how Delta Sharing helps accelerate collaboration and fuel AI-driven innovation. We’ll also unveil the latest advancements, including: Managed network configurations for easier, secure setup OIDC identity federation for trusted, open sharing Expanded asset types including dynamic views, materialized views, federated tables, read clones and more Whether you’re a data engineer, architect, or data leader, you’ll leave with practical strategies to future-proof your data-sharing architecture. Don’t miss the live demos, expert guidance and an exclusive look at what’s next in data collaboration.

Breaking Silos: Using SAP Business Data Cloud and Delta Sharing for Seamless Access to SAP Data in Databricks

We’re excited to share with you how SAP Business Data Cloud supports Delta Sharing to share SAP data securely and seamlessly with Databricks—no complex ETL or data duplication required. This enables organizations to securely share SAP data for analytics and AI in Databricks while also supporting bidirectional data sharing back to SAP.In this session, we’ll demonstrate the integration in action, followed by a discussion of how the global beauty group, Natura, will leverage this solution. Whether you’re looking to bring SAP data into Databricks for advanced analytics or build AI models on top of trusted SAP datasets, this session will show you how to get started — securely and efficiently.

Announcing Databricks Clean Rooms with Live Demo. Presented by Matei Zaharia and Darshana Sivakumar

Speakers: Matei Zaharia, Original Creator of Apache Spark™ and MLflow; Chief Technologist, Databricks Darshana Sivakumar, Staff Product Manager, Databricks

Organizations are looking for ways to securely exchange their data and collaborate with external partners to foster data-driven innovations. In the past, organizations had limited data sharing solutions, relinquishing control over how their sensitive data was shared with partners and little to no visibility into how their data was consumed. This created the risk for potential data misuse and data privacy breaches. Customers who tried using other clean room solutions have told us these solutions are limited and do not meet their needs, as they often require all parties to copy their data into the same platform, do not allow sophisticated analysis beyond basic SQL queries, and have limited visibility or control over their data.

Organizations need an open, flexible, and privacy-safe way to collaborate on data, and Databricks Clean Rooms meets these critical needs.

See a demo of Databricks Clean Rooms, now in Public Preview on AWS + Azure

Data + AI Summit 2024 - Keynote Day 2 - Full
video
with Bilal Aslam (Databricks) , Yejin Choi (University of Washington; AI2) , Darshana Sivakumar (Databricks) , Ryan Blue (Tabular) , Zeashan Pappa (Databricks) , Ali Ghodsi (Databricks) , Reynold Xin (Databricks) , Matei Zaharia (Databricks) , Hannes Mühleisen (DuckDB Labs) , Alexander Booth (Texas Rangers Baseball Club) , Tareef Kawaf (Posit Sofware, PBC)

Speakers: - Alexander Booth, Asst Director of Research & Development, Texas Rangers - Ali Ghodsi, Co-Founder and CEO, Databricks - Bilal Aslam, Sr. Director of Product Management, Databricks - Darshana Sivakumar, Staff Product Manager, Databricks - Hannes Mühleisen, Creator of DuckDB, DuckDB Labs - Matei Zaharia, Chief Technology Officer and Co-Founder, Databricks - Reynold Xin, Chief Architect and Co-Founder, Databricks - Ryan Blue, CEO, Tabular - Tareef Kawaf, President, Posit Software, PBC - Yejin Choi, Sr Research Director Commonsense AI, AI2, University of Washington - Zeashan Pappa, Staff Product Manager, Databricks

About Databricks Databricks is the Data and AI company. More than 10,000 organizations worldwide — including Block, Comcast, Conde Nast, Rivian, and Shell, and over 60% of the Fortune 500 — rely on the Databricks Data Intelligence Platform to take control of their data and put it to work with AI. Databricks is headquartered in San Francisco, with offices around the globe, and was founded by the original creators of Lakehouse, Apache Spark™, Delta Lake and MLflow.

Connect with us: Website: https://databricks.com Twitter: https://twitter.com/databricks LinkedIn: https://www.linkedin.com/company/data… Instagram: https://www.instagram.com/databricksinc Facebook: https://www.facebook.com/databricksinc

Databricks Marketplace: Going Beyond Data and Applications

The demand for third-party data has never been greater, but existing marketplaces simply aren't cutting it. You deserve more than being locked into a walled garden of just data sets and simple applications. You deserve an open marketplace to exchange ML models, notebooks, datasets and more. The Databricks Marketplace is the ultimate solution for your data, AI and analytics needs, powered by open source Delta Sharing. Databricks is revolutionizing the data marketplace space.

Join us for a demo-filled session and learn how Databricks Marketplace is exactly what you need in today’s AI-driven innovation ecosystem. Hear from customers on how Databricks is empowering organizations to leverage shared knowledge and take their analytics and AI to new heights. Take advantage of this rare opportunity to ask questions of the Databricks product team that is building the Databricks Marketplace..

Talk by: Mengxi Chen and Darshana Sivakumar

Connect with us: Website: https://databricks.com Twitter: https://twitter.com/databricks LinkedIn: https://www.linkedin.com/company/databricks Instagram: https://www.instagram.com/databricksinc Facebook: https://www.facebook.com/databricksinc