containerization , bedrock , S3, Microservices, Docker, Gitlab, Flask, Aws Cloud, Python, Api Gateway, Api Development, React, REST, ECS, Iam, embeddings, vector databases, LangGraph, GitHub Actions, LangChain 1.0, LLM-based applications, OpenAI Assistants, Generative AI, RAG system, CI CD pipelines, async programming