data-ingestion-layer-for-rag.hashnode.devFrom Sub-Service to Scalable RAG Pipeline: A Week of Engineering Breakthroughs 🚀Last week, I dove into what I thought would be a simple task: building a data ingestion sub-module for my RAG-powered AI platform tailored for MSME use cases. Spoiler alert—it turned into a full-blown engineering adventure! 😅 Here's the story of how...Jul 13, 2025·3 min read
rag-optimisation.hashnode.devHow I Made My RAG Bot Understand What You Actually MeanEver built something that technically works but practically flops when it really matters? Yeah, that was me — trying to make a smart RAG chatbot… and realizing it didn’t always “get” what users were really asking. 🤔 The Problem I was working on a RA...Apr 19, 2025·2 min read
transformers-sentences-to-signals.hashnode.devTransformers: From Sentences to SuperpowersHow my first GenAI class felt like decoding a sci-fi plot twist from Inception : "It felt like Inception — layers within layers, where each token had hidden meaning, and everything made sense only when it aligned." In my first Generative AI class, ...Apr 8, 2025·3 min read