The Inner Join
Build Scalable Data Pipelines.
Less NULLs. More value.
Streaming ETL is no longer a niche—it's the foundation of real-time, event-driven systems. In this post, I break down when to use streaming pipelines, how Kafka and Flink fit together, and walk through a real-world example.
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What is ETL in 2025? Moving Beyond Extract, Transform, Load
ETL has evolved—fast. Here's a clear, thoughtful guide on modern ETL vs. ELT, highlighting real-world use cases, tooling insights, and best practices for data engineers.
From Pipelines to Purpose: Why I’m Sharing My Journey in Data Engineering
A senior data engineer's story of building real-time and batch pipelines—and why I'm sharing my journey to land my dream role.