Experience designing, implementing, and operating production AI agent systems, including agent orchestration, multi-agent coordination, workflow state management, RAG, enterprise API integrations, memory architectures, and observability through model instrumentation, logging, distributed tracing, and modern agent frameworks such as LangGraph. Bachelor’s degree and 9+ years of experience delivering full-stack applications or improving production workflows through evaluation and trace analysis, or 10+ years of experience delivering full-stack applications or improving production workflows through evaluation and trace analysis in lieu of degree.