Company Filing History:
Years Active: 2019-2022
Title: Jinyun Yan: Innovator in Machine Learning and Content Personalization
Introduction
Jinyun Yan is a prominent inventor based in Sunnyvale, CA, known for his contributions to machine learning and content personalization technologies. With a total of 9 patents to his name, Yan has made significant strides in developing techniques that enhance user experience through personalized content delivery.
Latest Patents
Among his latest patents, Yan has developed methods for automatically tuning parameters in a layered model framework. This innovation utilizes machine learning techniques to train multiple versions of a model, allowing for the optimization of parameters that improve content request processing. Another notable patent focuses on using a machine-learned model to personalize content item density. This technique identifies entities associated with content requests and selects appropriate content items based on gap sensitivity values, ensuring a tailored experience for users.
Career Highlights
Jinyun Yan is currently employed at Microsoft Technology Licensing, LLC, where he continues to push the boundaries of technology in the field of machine learning. His work has not only contributed to the advancement of algorithms but has also played a crucial role in enhancing the efficiency of content delivery systems.
Collaborations
Throughout his career, Yan has collaborated with talented individuals such as Shaunak Chatterjee and Zhiyuan Xu. These partnerships have fostered an environment of innovation and creativity, leading to the development of groundbreaking technologies.
Conclusion
Jinyun Yan's contributions to machine learning and content personalization are noteworthy, as he continues to innovate and improve user experiences through his patented technologies. His work at Microsoft Technology Licensing, LLC, along with his collaborations, positions him as a key figure in the tech industry.