Retrieval-augmented workflows, prompt optimization, and evaluation frameworks. Multi-agent systems in production environments. Background in security platforms (SIEM, XDR, SOAR). Startup or high-growth environment experience. Ability to balance reliability, cost, and latency trade-offs for AI services. Familiarity with explainability, auditability, and compliance of autonomous AI workflows.