Company Filing History:
Years Active: 2020-2024
Title: Prachi Gupta: Innovator in Machine Learning and Content Selection
Introduction
Prachi Gupta is a notable inventor based in Los Altos, California. She has made significant contributions to the fields of machine learning and content selection, holding a total of five patents. Her work focuses on enhancing user experience through innovative technological solutions.
Latest Patents
One of Gupta's latest patents involves providing a message based on a change in watch time. This invention allows a user to request video content while considering their preferences and context. By identifying a group of similar users, the system can determine candidate video items and rank them based on watch time differences and activity rates. The highest-ranking candidate video item is then provided to the user.
Another significant patent by Gupta assesses the accuracy of a machine learning model. This invention balances content distribution between a machine learning model and a statistical model, ensuring a baseline assurance in content selection. The server assigns requests to different groups, utilizing both models to select content variations. Performance information is gathered to compare the effectiveness of the models, allowing for adjustments in audience share based on their performance.
Career Highlights
Prachi Gupta is currently employed at Google Inc., where she continues to innovate and develop new technologies. Her work has had a profound impact on how content is selected and presented to users, enhancing the overall digital experience.
Collaborations
Gupta collaborates with talented individuals such as Eyal Manor and Sue Yi Chew, contributing to a dynamic and innovative work environment. Their combined expertise fosters creativity and drives advancements in technology.
Conclusion
Prachi Gupta is a pioneering inventor whose work in machine learning and content selection is shaping the future of technology. Her patents reflect her commitment to improving user experiences through innovative solutions.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.