I'm Mahesh — an engineer working across Cloud, DevOps and AI/ML, with a side of Quantum. I maintain a hands-on, searchable knowledge base that goes from first principles to production depth.
From infrastructure foundations to intelligent systems — built, automated and documented.
Architecture, migration and operations across the three major clouds.
Pipelines, containers and infrastructure as code that ship reliably.
From classical ML through GenAI and agents — and how to run them in production.
Real-world system deep dives, design scenarios and troubleshooting playbooks.
Pipelines, warehousing and streaming that feed everything above.
Concepts and algorithms from first principles upward — the next frontier.
882 hands-on documents across 14 categories — searchable in one place, organised as a clear navigation tree, with interactive system-design deep dives on Netflix, Uber, WhatsApp and more.
Whether it's cloud architecture, a platform problem or an ML system — happy to talk.