Company Filing History:
Years Active: 2023
Title: Liyuan Zhang: Innovator in Communication Optimization
Introduction
Liyuan Zhang is a notable inventor based in San Mateo, CA, who has made significant contributions to the field of communication optimization. With a total of 2 patents, Zhang's work focuses on enhancing the efficiency of message transmission through innovative methods and systems.
Latest Patents
Zhang's latest patents include a groundbreaking approach to message-transmittal strategy optimization. This patent presents methods, systems, and computer programs designed to determine optimal communication scheduling. One of the key methods involves training a machine-learning program to generate a frequency model that identifies the best times for sending communications to users. The training process utilizes data defined by user information and their responses to previous communications. This allows for the determination of a specific frequency for each user, indicating how many communications should be sent within a given timeframe. Additionally, the method includes operations for receiving communication requests and determining send times based on the established frequency.
Another significant aspect of Zhang's work is the Send Time Optimization (STO) model, which employs machine learning to recommend personalized send times based on a recipient's past engagement patterns. The model aims to learn data patterns automatically and make tailored predictions for each recipient. By recommending optimal send times, the model increases the likelihood of user engagement, such as clicking or opening messages. The STO model also incorporates customizations like communication-frequency optimization, communication-channel selection, and an engagement-scoring model.
Career Highlights
Liyuan Zhang is currently employed at Twilio Inc., a company renowned for its cloud communications platform. His work at Twilio focuses on leveraging technology to improve communication strategies and enhance user engagement.
Collaborations
Zhang collaborates with talented individuals such as Claire Electra Longo and Brendon Kyle Villalobos, contributing to a dynamic team environment that fosters innovation and creativity.
Conclusion
Liyuan Zhang's contributions to communication optimization through his innovative patents and work at Twilio Inc. highlight his role as a leading inventor in the field. His focus on machine learning and personalized communication strategies is paving the way for more effective user engagement in the digital age.