Company Filing History:
Years Active: 2023-2025
Title: Innovations by Inventor Sumit Kumar
Introduction
Sumit Kumar is an accomplished inventor based in Sunnyvale, California. He has made significant contributions to the field of autonomous vehicles, holding three patents that showcase his innovative approach to motion planning and trajectory prediction.
Latest Patents
One of his latest patents focuses on autonomous vehicle motion planning. This method involves obtaining context data that describes the environment surrounding an autonomous vehicle. The process includes generating candidate trajectories and actor forecasts, ranking these trajectories, and controlling the vehicle's motion based on the selected trajectory. The system utilizes machine-learned models to enhance its performance.
Another notable patent is centered on interaction-based trajectory prediction. This system predicts interactions between objects and their trajectories by processing object data, including position and velocity. It generates a hybrid graph to represent the objects and uses advanced models to predict interaction types and trajectories.
Career Highlights
Sumit Kumar has worked with notable companies such as Aurora Operations, Inc. and UATC, LLC. His experience in these organizations has allowed him to refine his skills and contribute to cutting-edge technologies in the autonomous vehicle sector.
Collaborations
Throughout his career, Sumit has collaborated with talented individuals, including Micol Marchetti-Bowick and Yiming Gu. These partnerships have fostered innovation and have been instrumental in the development of his patented technologies.
Conclusion
Sumit Kumar's work in autonomous vehicle technology exemplifies the spirit of innovation. His patents reflect a deep understanding of complex systems and a commitment to advancing the field. His contributions are paving the way for safer and more efficient autonomous vehicles in the future.