Engineered intelligent NLP-based chatbot for room reservations using LLaMA 2 with context awareness. Integrated real-time availability updates with REST APIs and WebSockets. Designed RAG pipeline to reduce hallucinations by 65% vs baseline LLM. Production-ready deployment with optimized response latency.