Bharath Kumar Reddy

Agentic RAG System

• Built a RAG service with text chunking, embeddings (Hugging Face Sentence Transformers), and FAISS indexing for semantic search, with multi-step agent reasoning and tool calling that improved relevance by ~40%. • Containerized with Docker, enabled local LLM inference (Ollama/vLLM), and set up CI/CD-ready pipelines on GCP