Experience leading engineering teams that build and scale end-to-end production systems Strong technical problem-solving skills Deep understanding of AI/ML systems (agent orchestration, prompt engineering, RAG pipelines, or evaluation frameworks) Leadership style that blends high standards with empathy Proven ability to work closely with customers and translate business needs into technical deliverables Measure success by customer outcomes Excellent communication skills across technical and non-technical audiences