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Sunday, September 7, 2025

Context-Conscious SQL and Metadata with Shinji Kim


A typical problem in data-rich organizations is that essential context concerning the information is usually arduous to seize and even tougher to maintain updated. As extra folks throughout the group use information and information fashions get extra advanced, merely discovering the precise dataset will be sluggish and create bottlenecks.

Choose Star is a knowledge discovery and metadata platform that builds a repeatedly up to date data graph of a company’s information by analyzing each its construction and the way it’s really used. It enriches information with context reminiscent of recognition, lineage, and semantic fashions, making it simpler for AI and groups to find, belief, and use the precise information. These enriched metadata layers are additionally extremely worthwhile for big language fashions, considerably enhancing the accuracy of generated SQL queries.

Shinji Kim is the founder and CEO of Choose Star, and she or he joins Sean Falconer to debate fixing metadata curation challenges, managing information context at scale, utilizing LLMs for SQL era, rising developments in metadata administration, and extra.

Full Disclosure: This episode is sponsored by Choose Star.

Sean’s been a tutorial, startup founder, and Googler. He has revealed works protecting a variety of matters from AI to quantum computing. At present, Sean is an AI Entrepreneur in Residence at Confluent the place he works on AI technique and thought management. You may join with Sean on LinkedIn.

 

Please click on right here to see the transcript of this episode.

Sponsorship inquiries: [email protected]

 

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