Praveen Kumar S N

I’m a seasoned IT professional with over 15 years of experience, specializing in Generative AI, Agentic AI system design, and enterprise-grade LLM applications. My work focuses on architecting production-ready AI systems that combine retrieval-augmented generation (RAG), intelligent agent orchestration, and cloud-scale deployment. I built and deployed a production-grade Gen AI and Agentic AI Contextual RAG application leveraging LlamaIndex with Docling-based ingestion pipelines and CrewAI orchestration for Retriever and Synthesizer agents. The system is powered by Claude Sonnet (Amazon Bedrock) for high-fidelity synthesis and PgVector for scalable vector retrieval. Through RAGAS-driven evaluation and full lifecycle automation, I ensured contextual accuracy, regulatory compliance, and operational robustness — demonstrating true enterprise readiness. I’m passionate about AI system orchestration, vector databases, voice agents and multimodal RAG pipelines, and continuously explore the intersection of LLM reasoning, automation, and real-world deployment using frameworks like LangChain, LlamaIndex, CrewAI, and LangGraph. Let’s connect if you’re working on scalable AI architectures, intelligent agent systems, or next-generation LLM integrations.