Create cutting-edge perception algorithms and systems for autonomous vehicles. Drive innovation by processing sensor data to enhance localization, tracking, and environmental interaction, ensuring reliable operations in real-world scenarios.

Tackle the challenges of autonomous systems by building production-quality simulation infrastructure, enabling real-world data replay and automated testing. Collaborate across teams to enhance simulation capabilities and ensure robust performance evaluation.

Design cutting-edge computer vision algorithms to enhance autonomous vehicle perception, integrating geometry and imaging systems to translate real-world input into actionable insights, from motion estimation to 3D structure analysis.

Drive the development of reliable autonomy software for marine systems, integrating algorithms for perception and decision-making to enhance operational capabilities in challenging environments._

Transform perception capabilities for autonomous vehicles. Develop and deploy machine learning systems, improve models with real-world data, and integrate innovations into production to enhance vehicle performance in challenging environments.