I’ve spent the last few years working across speech, language, and AI evaluation—reviewing Hindi and English audio, refining transcripts, and shaping how models understand real conversations. My work has included QA, linguistic review, contributor coaching, and helping improve datasets used to train modern AI systems. That hands-on experience with language and model behavior pushed me deeper into machine learning, generative AI, and the fast-growing world of agentic systems.

My goal as an instructor is simple: explain AI in a way that actually makes sense. No heavy jargon. No overcomplication. Just clear ideas, real examples, and practical projects that help you understand what’s happening under the hood.

In this course, I take you from the basics of ML all the way to building and deploying intelligent agent and multi-agent systems. Whether you’re exploring AI for the first time or leveling up your skills, you’ll find a structured, straightforward path you can actually follow.

If you ever get stuck or need clarity, reach out. I’m here throughout the journey.