Engineered an AI agent with RAG for intelligent PDF skimming through multi-query workflows, integrated AWS S3 + Lambda with Pinecone vector database and Amazon Bedrock for semantic search, implemented OpenAI GPT-4 function calling for autonomous tool orchestration and S3-triggered ingestion pipeline, delivered document summarization, metadata extraction, and source-cited query responses.