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Retrieval-Augmented Generation (RAG): A Practical Guide for Data Engineers Large Language Models (LLMs) are powerful, but they have a serious limitation: they don’t know your...

From Raw Data to Business Value: The Real Data Lifecycle Data is often described as a company’s most valuable asset. Yet in its raw form, data rarely provides value on its own. Logs, events,...

What Is a Modern Data Stack—and Why Traditional BI Is No Longer Enough For many years, Business Intelligence (BI) systems were built around a simple promise: collect data, store it in a warehouse,...

Building an Automated Data Platform on Databricks A data platform that needs constant manual intervention is not a platform — it’s an operations burden. Over time, I’ve learned that the real value...

Why I Choose Databricks as a Data Engineer I’ve worked with different data stacks over the years: custom Spark clusters, managed warehouses, cloud-native services stitched together with glue code....