containerization , Backend Development, Databases, Lambda, Rest Apis, Python, AWS, Api Gateway, AI testing and evaluation, Architecture, AWS Step Functions, AI-powered application development, LLM integration, Chunking, EKS, RAG document processing, Vector hybrid search, CI/CD, Validating outputs reliability, Pydantic AI or similar agent frameworks, Retrieval optimization