--- title: "Tirumalarao Naidu (@tirumalaraonaidu) | Hashnode" description: "AI Generalist | IT Delivery & Transformation Leader. Read the latest articles by Tirumalarao Naidu on Hashnode." url: "https://hashnode.com/@tirumalaraonaidu" --- @tirumalaraonaidu # Tirumalarao Naidu @tirumalaraonaidu · Joined November 2025 AI Generalist | IT Delivery & Transformation Leader ### [How an AI Project Actually Comes to Life, from idea to deployment on AWS, Azure, or Google Cloud without the fairy dust](https://tirumalaraonaidu.hashnode.dev/how-an-ai-project-actually-comes-to-life-from-idea-to-deployment-on-aws-azure-or-google-cloud-without-the-fairy-dust?utm_source=hashnode&utm_medium=feed) Every week, someone asks me the same thing, just with different words. “Where does an AI project start?” “What are the real steps?” “What’s happening behind the scenes?” Most people assume it starts with model selection. GPT vs Claude vs Gemini. That... 6 min read · [tirumalaraonaidu.hashnode.dev](https://tirumalaraonaidu.hashnode.dev/how-an-ai-project-actually-comes-to-life-from-idea-to-deployment-on-aws-azure-or-google-cloud-without-the-fairy-dust?utm_source=hashnode&utm_medium=feed) [Dec 18, 2025](https://hashnode.com/posts/how-an-ai-project-actually-comes-to-life-from-idea-to-deployment-on-aws-azure-or-google-cloud-without-the-fairy-dust/69435e4389f58b137dada50a) ### [🚀 Project Management in 2025: Why the PMBOK® Guide, Eighth Edition, Marks a Turning Point](https://tirumalaraonaidu.hashnode.dev/project-management-in-2025-why-the-pmbok-guide-eighth-edition-marks-a-turning-point?utm_source=hashnode&utm_medium=feed) PMBOK® Guide, Eighth Edition (2025), is not just another revision. It represents a fundamental shift in the philosophy and practice of project management. 5 min read · [tirumalaraonaidu.hashnode.dev](https://tirumalaraonaidu.hashnode.dev/project-management-in-2025-why-the-pmbok-guide-eighth-edition-marks-a-turning-point?utm_source=hashnode&utm_medium=feed) [Nov 16, 2025](https://hashnode.com/posts/project-management-in-2025-why-the-pmbok-guide-eighth-edition-marks-a-turning-point/691a08e9eae1b75dbd496e9c)