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Khushbu Shah

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AWS in Plain English

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Khushbu Shah

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Jan 5

Data Engineering Design Patterns You Must Learn in 2026

These are the 8 data engineering design patterns every modern data stack is built on. Learn them once, and every data engineering tool…

Data Engineering Design Patterns You Must Learn in 2026

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Towards Data Engineering

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Khushbu Shah

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Jan 23

The Only Data Engineering Certifications I’d Still Pay For in 2026

Time, money, and energy are limited. These are the best data engineering certifications, I believe are still worth investing in.

The Only Data Engineering Certifications I’d Still Pay For in 2026

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ProjectPro

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Khushbu Shah

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May 18, 2025

The ONLY AI Data Engineering Roadmap You Need in 2026

You open your laptop on a regular workday. There’s a new request: build a data pipeline that syncs customer data, runs validation, and…

The ONLY AI Data Engineering Roadmap You Need in 2026

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DataDrivenInvestor

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Khushbu Shah

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Sep 28

How To Get Your First Data Engineering Job in 2026?

100 applications. 200 applications. Still no data engineering job? You may know enough to get hired, but your resume and portfolio just…

How To Get Your First Data Engineering Job in 2026?

Khushbu Shah

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Sep 24

Jev Is the First AI Tool That Made Me Question LLMs!

“Just use an LLM” has become the hammer for almost every AI problem. I’ve used that hammer plenty of times myself. Jev made me stop and ask…

Jev Is the First AI Tool That Made Me Question LLMs!

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Towards Data Engineering

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Khushbu Shah

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Sep 18

Top 5 Data Quality Tools Data Engineers Should Know Beyond NOT NULL

We have a strange habit in data engineering. We spend a lot of time making data pipelines faster, cheaper, and more reliable, and…

Top 5 Data Quality Tools Data Engineers Should Know Beyond NOT NULL

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Data And Beyond

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Khushbu Shah

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Aug 31

Data Observability Changed, Your Data Quality Rules Didn’t.

Data quality isn’t falling behind because engineers stopped writing rules. It’s falling behind because software started changing faster…

Data Observability Changed, Your Data Quality Rules Didn’t.

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Stackademic

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Khushbu Shah

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Aug 27

10 dbt Interview Questions and Answers That Separate Data Engineers Who Know the Tool From Those…

These 10 production-level dbt questions and answers reveal whether you know how dbt works or how data engineering works behind the scenes…

10 dbt Interview Questions and Answers That Separate Data Engineers Who Know the Tool From Those…

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Towards Data Engineering

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Khushbu Shah

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Aug 24

Why Your Synthetic Test Data Still Misses Production Bugs?

Your applications don’t fail because customer names look fake. They fail because the behaviors your production systems depend on never…

Why Your Synthetic Test Data Still Misses Production Bugs?

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AWS in Plain English

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Khushbu Shah

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Aug 7

The 7 SQL Patterns Every Senior Data Engineer Learns the Hard Way

Every production SQL pattern protects something valuable: history, correctness, recoverability, scalability, or trust. These are the…

The 7 SQL Patterns Every Senior Data Engineer Learns the Hard Way

Khushbu Shah

Khushbu Shah

Writing at the intersection of AI and data engineering to simplify complex topics and help readers grow. LinkedIn: https://www.linkedin.com/in/khushbushah2/

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