Define and own the end-to-end architecture for a hierarchical perception, reasoning, and control AI
Specify the contracts between layers: model outputs, policy interfaces, timing budgets, and safety
Evaluate build approaches and set target architecture, balancing modular vs monolithic designs.
Bridge offline evaluation with real-time integration and human-in-the-loop data improvements.
Collaborate with research, engineering, data, and product teams; mentor senior staff and raise
Partner with AI/ML researchers, robotics, data engineers, and stakeholders to deliver a modular

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