Design, develop, and optimize AI agents and workflows using LangGraph and LangChain, Python, and Retrieval-Augmented Generation (RAG). Build custom tools and integrate them into agent workflows (e.g., APIs, databases, search engines) Craft and fine-tune effective prompts and memory structures to improve agent reasoning. Collaborate with product and backend teams to integrate agents into end-user applications. Write clean, maintainable, and well-documented code. Troubleshoot and debug agent behaviors and edge cases.