Own the technical design and delivery of multi-component AI systems, including evaluation frameworks, data pipelines, feedback loops, model-tool boundaries, and agent harnesses. Ship reliable LLM-backed features, optimize latency and cost, support APIs and SDKs, review designs and code, and participate in 24/7 on-call rotations. Collaborate across teams on geospatial, navigation, platform, and developer-focused AI problems.