• Build agents using AWS Strands SDK, Bedrock AgentCore SDK, and CrewAI orchestration
• Develop agent logic and troubleshooting using strong Python skills
• Implement comprehensive evaluation frameworks for model performance and RAG quality
• Create backend services with Python and integrate with platform APIs
• Build frontend experiences using React JS and Node JS frameworks
• Manage source code with Git/Bitbucket using agile development practices
• Design and debug agent behaviors for production reliability and business outcomes
• Integrate domain-specific RAG pipelines and evaluation metrics
• Consume platform services (gateways, MCP tools, observability) following security patterns