Building practical AI systems, RAG products, MCP tooling, and full-stack AI Applications. 📍 India | 🧠 AI | ⚡ What I Build AI & RAG Systems: Production-ready retrieval architectures, context-aware agents, and end-to-end pipelines. MCP Tooling: Infrastructure and automation bridges connecting AI workflows with live systems. Clean UI: Reusable, aesthetic components and product-grade frontend experiences. Experimentation: Fast-shipping prototypes focusing on applied ML research and voice AI. 🔭 Currently Exploring Advanced AI Engineering & Agentic behavior Scalable Retrieval-Augmented Generation (RAG) Model Context Protocol (MCP) integrations Product-grade tooling & developer experience Let's Connect & Build