The Generative AI Roadmap Nobody Is Showing You

Master Generative AI, LLMs, embeddings, and vector databases with this complete technical overview from my keynote at SWE Delhi. Learn how modern AI tools like NotebookLM integrate with cloud infrastructure to reshape the tech industry, giving software engineers the foundational blueprint needed to build production-ready AI applications. In this deep-dive talk, I demystify the core components driving the current AI revolution. We move past the surface-level hype to understand how raw machine learning and cloud architecture connect to modern Large Language Models and vector search. 📌 What you will learn: The foundational shift: From Traditional ML to Generative AI How LLMs process data using text embeddings and vector databases Exploring practical AI tools (including NotebookLM and LLM-powered workflows) How cloud infrastructure powers real-world enterprise AI deployments What the AI revolution actually means for the tech industry and developers