@lakkawardhananjay
Cloud Architect & AI Engineer. Building scalable systems on cloud.
AI/ Cloud Native Engineer passionate about the intersection of cloud and Modern AI. I focus on the hard parts of engineering: cost optimization, security at scale, and the architectural patterns required to move Generative AI from a messy notebook to a production-grade system.
I write to document what actually works in production.
Cloud Architecture Reviews, Technical Consulting, and discussions on Enterprise AI Strategy.
17h ago · 5 min read · Building a Retrieval-Augmented Generation (RAG) prototype takes a weekend. Taking that prototype to production without burning through your infrastructure budget is a completely different engineering
Join discussionJan 23 · 4 min read · The Architecture: Where Complexity Actually Lives A real-world RAG system on AWS is not “send a prompt to a model.” It is a distributed system with multiple failure domains and scaling vectors: Ingestion Pipelines Document parsing, OCR, chunking st...
Join discussionAug 25, 2025 · 3 min read · The Journey of an LLM on a Server One random afternoon, the kind where chai is hot and ideas are hotter, I was sitting with a mentor-turned-friend (the line blurs in college, doesn’t it?) and we got talking about Large Language Models. How they work....
Join discussion