I'm a Staff AI Engineer with 5+ years of experience building and deploying production-scale AI systems across NLP, Generative AI, Computer Vision, Recommendation Systems, and Agentic AI. Throughout my career, I've led cross-functional AI teams, built large-scale language technologies serving millions of users, and developed end-to-end ML systems—from research and model optimization to low-latency production deployment. I'm also the inventor of multiple granted US and Indian patents in intelligent typing and language technologies. My expertise includes LLMs, RAG, AI Agents, MCP, LangChain, Transformers, recommendation systems, and scalable AI infrastructure. Beyond building products, I enjoy simplifying complex AI concepts and helping engineers grow through mentorship, interview preparation, career guidance, system design discussions, and practical advice on building production AI applications. Whether you're looking for guidance on breaking into AI, preparing for senior ML interviews, designing GenAI systems, or discussing startup ideas, I'd be happy to help.