Company Filing History:
Years Active: 2025
Title: Le Zhang - Innovator in Machine Learning and Product Metrics Monitoring
Introduction
Le Zhang is a prominent inventor based in San Jose, California. He has made significant contributions to the field of machine learning, particularly in the area of product metrics monitoring and anomaly detection. His innovative approach combines advanced technology with practical applications, making a notable impact in the industry.
Latest Patents
Le Zhang holds a patent for a method titled "Product metrics monitoring and anomaly detection using machine learning models." This patent describes a method that includes determining a combination of values of attributes represented by reference data associated with computing devices. The method involves training a machine learning model based on the association between respective values of the attributes and the computing devices entering a device state. The combination of values is correlated with the entry into the device state. Additionally, the method includes selecting a subset of computing devices associated with the combination of values and determining rates at which these devices have entered the device state during specified time periods. This innovative approach allows for effective monitoring and anomaly detection in computing devices.
Career Highlights
Le Zhang is currently employed at Roku, Inc., where he continues to develop and refine his innovative ideas. His work at Roku has allowed him to explore the intersection of technology and user experience, contributing to the company's mission of enhancing streaming services.
Collaborations
Le Zhang has collaborated with notable colleagues, including Suvrath V Penmetcha and Vijay Anand Raghavan. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of cutting-edge technologies.
Conclusion
Le Zhang is a distinguished inventor whose work in machine learning and product metrics monitoring is paving the way for advancements in technology. His contributions are not only valuable to his company but also to the broader field of innovation.