Crafted insights on data

systems,

built for real-world scale.

A personal cloud & AI systems blog by Naveen — covering

 Databases, Cloud Platforms and RAG-based AI architectures.

No fluff. No hype. Just clear explanations of how modern data systems actually work.

Topics to Explore

Cloud & DevOps

Building scalable data systems on AWS, GCP, and Azure with cost and performance in mind.

Databases

How OLTP systems work, schema design, indexing, performance tuning, and transactions.

AI Engineering

Retrieval-augmented generation pipelines, embeddings, vector databases, and LLMOps.

Featured Articles

Data Mart

Share This Article Data Marts are a subset of a data warehouse that is tailored to the needs...

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Learn data systems, one concept at a time.

A structured approach to mastering data systems.

Fundamentals explained in simple language, without skipping the “why”.

Explained architectures, trade-offs, and real-world design decisions.

Concepts to real pipelines, databases, and AI systems that can actually work.