Company Filing History:
Years Active: 2018-2023
Title: The Innovative Contributions of Catalin Capota
Introduction
Catalin Capota is a notable inventor based in Palatine, IL (US), recognized for his significant contributions to technology and innovation. With a total of 5 patents to his name, Capota has made strides in the fields of sensor data processing and machine learning.
Latest Patents
One of Capota's latest patents is titled "Method, apparatus, and computer program product for processing sensor data." This invention involves a method that includes receiving multiple estimated position points, each with a timestamp, which represent the position of a vehicle at specific times. The method also incorporates receiving path events that include timestamps and sensor data from the vehicle. By generating a path from the estimated position points and interpolating between them, the invention determines locations corresponding to path events.
Another significant patent is "Asynchronous parameter aggregation for machine learning." This invention provides systems and methods for training machine learning models across numerous devices. Each device acquires a local set of training data without sharing datasets, allowing for efficient model training. The devices communicate asynchronously with a parameter server, which updates a master parameter vector and transmits it back to the devices.
Career Highlights
Capota is currently employed at Here Global B.V., a company that specializes in mapping and location data services. His work at Here Global B.V. has allowed him to apply his innovative ideas in practical applications, contributing to advancements in technology.
Collaborations
Throughout his career, Capota has collaborated with talented individuals, including Leon Stenneth and Leo Modica. These collaborations have fostered an environment of creativity and innovation, leading to the development of impactful technologies.
Conclusion
Catalin Capota's work exemplifies the spirit of innovation in technology. His patents reflect a commitment to advancing the fields of sensor data processing and machine learning. Through his contributions, Capota continues to influence the landscape of technological development.