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 Data Platforms
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.
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.