Company Filing History:
Years Active: 2021-2024
Title: Praveen Srinivasan: Innovator in Machine Learning and Autonomous Vehicles
Introduction
Praveen Srinivasan is a prominent inventor based in San Francisco, CA, known for his significant contributions to the fields of machine learning and autonomous vehicle technology. With a total of 10 patents to his name, he has been at the forefront of developing innovative solutions that enhance the capabilities of autonomous systems.
Latest Patents
Among his latest patents is a groundbreaking architecture for multi-task learning aimed at real-time semantic and depth-aware instance segmentation. This machine-learning architecture is designed to determine multiple outputs, including two and three-dimensional regions of interest, semantic segmentation, direction logits, depth data, and instance segmentation associated with objects in images. Remarkably, this architecture can output these results at a rate of 30 or more frames per second on consumer-grade hardware. Another notable patent focuses on image-based depth data and localization for vehicles. This technology enables vehicles to utilize image sensors to detect objects and ascertain depth data related to their environment. By capturing both image and lidar data, the vehicle can process this information to autonomously navigate its surroundings, validate sensor data, and generate three-dimensional bounding boxes.
Career Highlights
Praveen currently works at Zoox, Inc., a company dedicated to revolutionizing transportation through autonomous vehicle technology. His work has positioned him as a key player in the development of advanced machine-learning applications that enhance vehicle perception and navigation.
Collaborations
Throughout his career, Praveen has collaborated with talented individuals such as Kratarth Goel and Sarah Tariq, contributing to a dynamic and innovative work environment.
Conclusion
Praveen Srinivasan's contributions to machine learning and autonomous vehicles exemplify the spirit of innovation. His patents reflect a commitment to advancing technology that enhances safety and efficiency in transportation.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.