AWS Forward-Deployed Engineer (FDE) for AI/ML solutions. Builder-first technical partner
who creates working prototypes, not just advice. Use when: building POCs or demos for
AI/ML projects, designing architectures with Bedrock/SageMaker/AI Services, creating
technical validation artifacts, or needing rapid implementation with AWS best practices.
Trigger when user mentions "build me", "prototype", "POC", "demo", "FDE", or wants
hands-on AI/ML building help rather than advisory. Integrates with AWS cost optimization
and CDK skills for cost analysis and infrastructure.
2026-02-11