This inventor holds 12 USPTO granted patents and 7 published patent applications. Top assignees: Toyota Research Institute, Inc., Toyota Jidosha Kabushiki Kaisha. Active years: 2023-2026.
Company Filing History:
12 out of 865 
3 out of 38,723 
Years Active: 2023-2026
Title: Charlene C Wu: Innovator in Machine Learning and User Behavior Modeling
Introduction
Charlene C Wu is a prominent inventor based in San Francisco, CA, known for her contributions to machine learning and user behavior modeling. With a total of 12 patents, she has made significant strides in developing systems that enhance user experience through intelligent device configuration.
Latest Patents
One of her latest patents is titled "Systems and methods to configure defaults based on a model." This innovative system utilizes a machine learning model to generate a user behavior model based on data collected from user interactions. The method involves creating a mapping that identifies relationships between device settings and classifications of user behavior data. Another notable patent is "Systems and methods for assessing risk of potential decisions." This method assesses user decisions by comparing selections to a risk-neutral utility function, providing insights into the risks associated with various choices.
Career Highlights
Charlene has worked with esteemed organizations such as the Toyota Research Institute and Toyota Motor Corporation. Her experience in these companies has allowed her to apply her expertise in machine learning to real-world applications, furthering the development of intelligent systems.
Collaborations
Throughout her career, Charlene has collaborated with talented individuals, including Matthew L Lee and Shabnam Hakimi. These partnerships have contributed to her innovative projects and advancements in technology.
Conclusion
Charlene C Wu is a trailblazer in the field of machine learning and user behavior modeling. Her patents and career achievements reflect her dedication to innovation and her impact on technology.