Company Filing History:
Years Active: 2021-2025
Title: Innovations of Pranay Agrawal in Autonomous Vehicle Technology
Introduction
Pranay Agrawal is a prominent inventor based in San Francisco, CA, known for his significant contributions to the field of autonomous vehicle technology. With a total of 11 patents to his name, Agrawal has been at the forefront of developing advanced systems that enhance the capabilities of autonomous vehicles.
Latest Patents
One of Agrawal's latest patents is a multi-head machine learning model for processing multi-sensor data. This innovative system provides techniques for processing sensor data using a machine learning model, which is crucial for object detection in autonomous vehicles. The method involves receiving sensor data from various sensors, determining object predictions through multiple detection heads, and fusing inputs from different sensors to improve accuracy.
Another notable patent is a method for visual detection and position estimation of road flares. This technology applies a flare detection model to images captured by autonomous vehicles, enabling them to recognize and detect road flares in their environment. The method includes accessing a trained model to identify the outer and inner regions of a flare, ensuring that the vehicle can effectively detect flares while avoiding false positives.
Career Highlights
Agrawal's work at Gm Cruise Holdings LLC has positioned him as a key player in the development of cutting-edge technologies for autonomous vehicles. His innovative approaches have not only advanced the field but have also contributed to the safety and efficiency of autonomous driving systems.
Collaborations
Throughout his career, Agrawal has collaborated with talented individuals such as Matthew Cox and Yong Jae Lee. These partnerships have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.
Conclusion
Pranay Agrawal's contributions to autonomous vehicle technology through his patents and collaborations highlight his role as an influential inventor in the industry. His innovative solutions continue to shape the future of transportation and enhance the capabilities of autonomous systems.