I'm a data scientist with 5+ years of hands-on experience building production-grade AI, GenAI and Agentic AI solutions. I've worked across the entire ML lifecycle—from problem scoping and data engineering to model development, deployment, and monitoring. My expertise spans traditional ML, deep learning, generative AI, AI Agents and Agentic AI systems. I'm passionate about bridging the gap between theory and practice. Whether you're stuck on a technical challenge, scaling a model to production, or building your career in AI/ ML, I'm here to help you navigate the complexities and avoid common pitfalls. I love working with people who are serious about building robust, real-world AI systems.