Hi, I'm Dimple. I share the mental model that makes AI click, grounded in how production systems are built. Here's what I write about: → How LLMs work under the hood: transformers and attention → How to steer them: prompt engineering, context engineering, RAG, fine-tuning → How to build with them in production: agents and tool-calling, LLM design patterns, and the failure modes that break real systems As an experienced engineer, I understand what it takes to build reliable production systems at scale. At Microsoft, I worked on the security infrastructure behind SharePoint Online. I've also worked closely in the AI space. At Samsung, I developed and shipped an AI-based multimedia streaming solution on Samsung HD Displays. Before that, I did a research stint in NLP and deep learning at IIT-BHU. I also hold 2 patents and a published research paper. Now I bring together my SDE experience + my AI background to build applied AI systems and share my learning as I go.