This inventor holds 19 USPTO granted patents and 10 published patent applications, primarily in Machine Learning. Top assignees: Uatc, LLC, Aurora Operations, Inc., Waabi Canada Inc.. Active years: 2022-2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
11 out of 473 
6 out of 347 
2 out of 5 Years Active: 2022-2026
Areas of Expertise:
Title: The Innovative Mind of Sivabalan Manivasagam
Introduction
Sivabalan Manivasagam is a prominent inventor based in Toronto, Canada. He has made significant contributions to the field of technology, particularly in machine learning and sensor data generation. With a total of 16 patents to his name, his work continues to influence advancements in various industries.
Latest Patents
Among his latest patents are "Systems and methods for training machine-learned models with deviating intermediate representations" and "Systems and methods for generating synthetic sensor data via machine learning." The first patent addresses how an adverse system can obtain sensor data to disrupt a machine-learned model associated with a target system. This innovative approach allows for the training of models to detect modified representations, enhancing their robustness. The second patent focuses on combining physics-based systems with machine learning to generate synthetic LiDAR data that accurately mimics real-world sensor systems. This method utilizes deep neural networks to simulate both the geometry and intensity of LiDAR data, providing a more realistic representation for various applications.
Career Highlights
Sivabalan has worked with notable companies such as UATC, LLC and Aurora Operations, Inc. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking projects in the field of technology.
Collaborations
Throughout his career, Sivabalan has collaborated with esteemed colleagues, including Raquel Urtasun and Shenlong Wang. These partnerships have fostered an environment of innovation and creativity, leading to the development of advanced technologies.
Conclusion
Sivabalan Manivasagam's contributions to the field of technology through his patents and collaborations highlight his innovative spirit and dedication to advancing machine learning and sensor technologies. His work continues to pave the way for future advancements in these critical areas.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile