Data and AI - MLOps Community

~!!! IMPORTANT: PLEASE REGISTER ON LUMA !!!!

Register Here: https://lu.ma/d38vtmud

​How can you use AI Agents to access, check, and transform your data? For our June meetup, the MLOps Community will be hosting a series of talks on Data and AI Agents and their storage, access, and infrastructure challenges.

​NOTE: REGISTRATION CLOSES Tuesday June 16th, FOR BUILDING SECURITY.

​First, we'll have Dori from Recce talk about Validating Data Before It Feeds Your Models. Code changes in analytics pipelines can silently degrade data quality in ways that traditional testing doesn't detect, causing downstream models to fail. This talk explores how implementing systematic "data reviews," similar to code reviews, can catch these problems before they impact your production models.

​Next, Sri will talk about RAG on the edge. While Retrieval-Augmented Generation (RAG) has revolutionized how we build intelligent applications, it’s been largely confined to the cloud. In this talk, I will explore how to bring RAG on-device, enabling private, low-latency AI experiences that work offline. (NOTE: This talk is about his side project, unaffiliated with any company).

​Vikram Chennai will do a talk on agents in data engineering. Coding agents, unlike others do not have the luxury of being wrong. "Mostly right" code does not run. Therefore there is a much higher burden on accuracy. The talk will be about how we navigate that trade off, work with large scale data systems and drive accuracy in systems like that and the importance of data engineering to organizations relying on data in any way

​​We'll also learn from Akshay, Anagha and Rohit from Microsoft about how to enable Agentic AI Apps with a Unified Data Estate in Microsoft Fabric and SQL.. Data is the fuel that powers AI. Join us to learn more about how to build Agentic AI apps with Microsoft Fabric and SQL