Requirements: Hands-on architecture experience with GCP, Vertex AI, Gemini, GenAI/RAG and agentic AI, plus strong API, data, security, and cloud-native architecture experience. Architect GenAI patterns including RAG, grounding, tool/function calling, agentic workflows, multi-agent orchestration, and human-in-the-loop processing.