This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Caret Holdings, Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Innovations by Cheng Li: A Pioneer in Driver Behavior Analysis
Introduction
Cheng Li is an innovative inventor based in Fremont, CA, who has made significant contributions to the field of driver behavior analysis. With a focus on utilizing machine learning to infer operator characteristics from device motion data, he has developed a unique approach to understanding driving patterns.
Latest Patents
Cheng Li holds a patent titled "Inferring operator characteristics from device motion data." This invention involves collecting raw sensor data from a user's device, which does not include location data. The data is preprocessed to identify driving trips, and machine-learning models are employed to predict various driving characteristics, such as estimated speeds, the number of hard brakes, and degrees of distracted driving. The predictions are then combined into an overall driver characteristic value, which can be used to modify services provided to the user through a network service.
Career Highlights
Cheng Li is currently associated with Caret Holdings, Inc., where he continues to push the boundaries of technology in driver behavior analysis. His work has the potential to enhance safety and improve driving experiences for users.
Collaborations
Cheng collaborates with talented individuals such as Kyle Patrick Schmitt and Evan Michael Byrne, contributing to a dynamic work environment that fosters innovation and creativity.
Conclusion
Cheng Li's contributions to the field of driver behavior analysis through his innovative patent demonstrate his commitment to leveraging technology for improved user experiences. His work at Caret Holdings, Inc. continues to pave the way for advancements in this important area.