Join us for an exclusive in-person event on “AI for Enterprise Data: Agents for Text-to-SQL and Vector DBs,” hosted by e6data in Bengaluru!

Register Now!

This is an exclusive, invitation-only event. Please RSVP to reserve your spot.

​Venue - Accel LaunchPad, Koramangala, Bengaluru

​Date and time - Aug 23, 2025, from 09:30 AM to 2:00 PM

Meet the Speakers

Bharath Harish, Head of Product, e6data

Topic: How We Built Text-to-SQL AI Agents to 95%+ Accuracy for Enterprise Scale 

Summary: The talk will be on how to tackle large, messy schemas using semantic understanding without requiring perfect catalogs. Bharath will explain how knowledge graph-driven relationship discovery avoids join errors common in NL2SQL and how a SQL engine-like process reduces hallucinations through planning, data profiling, and accurate SQL generation. Bharath will also cover performance-aware techniques such as partition key usage, optimized CTEs, and early predicate pushdowns, and demonstrate how we move from simple query-and-result to a conversational, context-aware data-to-insight workflow with visualizations, summaries, and smart follow-up questions. Other samples for "Building 95%+ Accurate AI Agents for Text-to-SQL at Enterprise Scale: An Under-the-Hood Look" could be:

Time: 10:00 AM - 11:15 AM IST

Harsh Sharma, Software Engineer, Flipkart FCC

Topic: Building a recommendation system using Milvus, an open-source vector database.

Summary: The talk will cover why he chose a vector database over traditional approaches, how his team integrated Milvus into their system, and the indexing and retrieval strategies used for fast and accurate recommendations. Harsh will also share performance benchmarks, practical challenges, and lessons learned from deploying this system at scale for e-commerce use cases.

Time: 11:30 - 12:30 PM IST

About Lakehouse Days 

Lakehouse Days is designed specifically for data engineers, data architects, and senior software engineers who constantly seek to optimize their data architecture to make it more price-performant while delivering the best user experience.

Lakehouse Days meetup enables fellow data geeks to meet, network, and engage in insightful discussions on the complex world of data.  

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