Data Engineering Insights

Sharing my decade-long journey, practical learnings, and cutting-edge insights from the evolving world of data engineering

3+ Articles
100+ Readers
10 Years Experience

Latest Articles

Deep dives into data engineering concepts, tools, and real-world applications

Data Pipeline

ETL vs ELT: More Than Just a Letter Swap

Understanding the fundamental differences between ETL and ELT patterns, and when to use each approach in modern data architectures.

July 2025 2.3k
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Data Architecture

Data Lake vs Warehouse vs Lakehouse: The Complete Guide

A comprehensive comparison of modern data storage architectures and how to choose the right approach for your organization.

Aug 2025 3k
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Best Practices

Building Scalable Data Pipelines with dbt

Learn how to design, build, and maintain production-ready data transformation pipelines using dbt best practices.

Sep 2025 1.5k
Coming Soon
Cloud Architecture

Migrating from On-Premise to Cloud Data Platforms

A step-by-step guide to successfully migrating your data infrastructure to the cloud while minimizing risks.

Performance

Optimizing Query Performance in Modern Data Warehouses

Advanced techniques for optimizing SQL queries and improving performance in Snowflake, BigQuery, and Redshift.

Analytics

Real-Time Analytics: Stream Processing Fundamentals

Introduction to stream processing concepts and tools for building real-time analytics pipelines.

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