Miao Cheng

Title: Miao Cheng - Innovator in User-Notification Scheduling

Introduction

Miao Cheng is a notable inventor based in Sunnyvale, CA. He has made significant contributions to the field of user-notification scheduling, focusing on maximizing the benefits of sending notifications to users. His innovative approach combines methods, systems, and computer programs to enhance user engagement through effective notification strategies.

Latest Patents

Miao Cheng holds a patent for a method titled "User-notification scheduling." This patent outlines techniques for scheduling user notifications to optimize both short-term and long-term benefits. The method involves identifying features of a state used for reinforcement learning, which is associated with actions that determine whether a notification should be sent. It also includes capturing user responses to notifications to gather training data, which is then used to train a machine-learning algorithm. The trained model decides whether to send notifications based on the current state, ensuring that users receive timely and relevant information.

Career Highlights

Miao Cheng is currently employed at Microsoft Technology Licensing, LLC, where he applies his expertise in developing innovative solutions. His work focuses on enhancing user experiences through advanced notification systems. With a strong background in machine learning and reinforcement learning, he has positioned himself as a key player in the tech industry.

Collaborations

Miao collaborates with talented individuals such as Shipeng Yu and Preetam Nandy. Together, they work on projects that push the boundaries of technology and improve user interaction with digital platforms.

Conclusion

Miao Cheng's contributions to user-notification scheduling demonstrate his commitment to innovation and technology. His patent reflects a deep understanding of user behavior and machine learning, paving the way for more effective communication strategies in the digital age.