Python with AI/ML

Python development with AI/ML frameworks (CrewAI, LangChain, or

equivalent)

Hands-on experience building production agents with Bedrock AgentCore SDK , Strands

SDK/Crew AI

Strong evaluation framework development (LLM judging, RAG metrics, agent success

criteria)

Full-stack development experience (React JS frontend, Node JS/Python backend)

Agent debugging and observability skills for complex multi-agent workflows

Experience consuming enterprise API platforms (REST/GraphQL/OAuth2) securely