KARTHIK
SURYA

As a dedicated Software Engineer and AI Developer based in Chennai, India, I specialize in architecting and deploying scalable, intelligent systems. My focus is on transforming conceptual AI research into robust, production-ready web applications that drive real business value.

A core pillar of my technical repertoire is building dynamic Retrieval-Augmented Generation (RAG) workflows. By leveraging advanced foundational models like Gemini and Llama, alongside semantic search engines such as Qdrant and ColBERT, I design RAG pipelines that ground language model responses in proprietary data. This ensures high-signal, hallucination-free outputs critical for enterprise AI solutions.

Beyond standard implementations, I engineer complex Multi-Agent Systems. Using frameworks like CrewAI and the Model Context Protocol (MCP), I orchestrate autonomous agents that can collaborate, utilize external tools, and automate intricate business processes across platforms like Jira, GitHub, and Slack. From real-time qualitative sentiment analysis to automated document processing, these agentic architectures significantly enhance operational efficiency.

On the Full-Stack Development front, I bring these AI capabilities to life through intuitive, fast, and responsive user interfaces. My stack primarily revolves around React and TypeScript for the frontend, coupled with robust Python (FastAPI) and Node.js (NestJS) backends. Every application I build prioritizes clean code, thorough testing, secure data handling, and optimized deployment via Docker, ensuring that the end product is as reliable as it is innovative.