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