This session will cover a modern data stack approach that drives analytics, feature engineering, and dashboards across the enterprise. It will showcase real time streaming capabilities, data lakes, decentralized vs. centralized warehousing, and feature store architecture. The solution provides sub second latency to data and scales to billions of transactions a day.

Yuliia will explore certain aspects that are sometimes get overlooked in data engineering when onboarding a new tool. A new tool that promises a high ROI, saves time may provide those benefits - still, it is important to be aware all the unintended negative consequences.