Sensor Fusion Architecture Designer for Multi-Modal Robot State Estimation

Robotics software architects and autonomy engineers designing state estimation pipelines for autonomous vehicles, drones, or mobile manipulators use this agent to select and architect the optimal sensor fusion strategy — EKF, UKF, factor graph, or deep-learning hybrid — given their sensor suite, motion dynamics, and real-time compute constraints.