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SF Tech
Events Weekly
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/-121.89413452,37.4224205,13,0,0/550x200?access_token=pk.eyJ1IjoiZ2FyeXNndWlkZSIsImEiOiJjamtobmRiYmgwb3gwM3F1a2o2Mmd0YWw3In0.DinA62CR3-OKtf3axa5O7Q)
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Join us for The Evolution of Data Warehouses & the Role of AI/ML, an event on Tue, Nov. 12, 2024 at 7pm at SEMI, 567 Yosemite Drive, Milpitas, CA 95035. (Also available via Zoom - see https://californiaconsultants.org/event/the-evolution-of-data-warehouses-and-the-role-of-ai-ml/)
We'll have free quality pizza & drinks starting at 6:30pm. Come early & network with our members, other engineers, interested parties, & possible consulting clients. A Zoom option for this hybrid event is at www.CaliforniaConsultants.org
This talk will explore the evolution of traditional data warehouses into modern lakehouses, driven by advancements in AI & machine learning (ML). Included will be an examination of the limitations of first-generation data warehouses, which were optimized for structured data & batch processing, but which struggled with the unstructured, real-time data required for AI applications. These warehouses have evolved into data lakes to support the increased demands of AI/ML workloads, while addressing their challenges for business intelligence (BI).
In this talk, Suresh Bysani will describe the lakehouse architecture, which integrates the best of data lakes & warehouses by offering a unified platform for real-time analytics & ML. The talk will also dive into the latest in-product analytics development, as well as how AI-driven queries are reshaping how organizations provide insights directly through their products by leveraging AI for more interactive & intelligent decision-making.
Suresh Bysani is responsible for leading core SaaS & AI infrastructure at Eightfold.ai, managing platform & infrastructure for a B2B2C product with 100 million active users. He oversees search, data, OLAP, serving stack, & AI infrastructure. With over a decade of experience, Suresh is passionate about scaling systems.
Suresh was previously an early engineer at Cohesity, a distributed data platform providing Backup as a Service (BaaS). At both Cohesity & Eightfold, he has worked closely with Fortune 100 & 500 companies by helping to solve complex infrastructure challenges at scale.
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