Bryan G Ng

Title: Innovations by Bryan G Ng: A Pioneer in Mobile Application Performance Evaluation

Introduction

Bryan G Ng, an innovative inventor based in Sunnyvale, California, has made significant contributions to the field of mobile application performance evaluation. With a total of two patents to his name, Ng has developed advanced methodologies for assessing mobile applications, particularly focusing on reducing bias in experimental designs.

Latest Patents

Two of Bryan G Ng's notable patents include:

1. **Model-based matching for removing selection bias in quasi-experimental testing of mobile applications** - This invention provides a sophisticated system for evaluating the performance of mobile applications. The system collects data related to both adopters and non-adopters of a new version during a partial rollout. By applying a statistical model to these data sets, the system identifies potential adopters among non-adopters and estimates the average treatment effect (ATE) between the new and older versions of the mobile application.

2. **Model validation and bias removal in quasi-experimental testing of mobile applications** - This invention also evaluates mobile application performance using a statistical model designed for quasi-experimental settings. The system examines the predicted outcomes from two nearly identical versions of a mobile application, assesses any biases present in the model, and then improves its accuracy by normalizing the predicted outcomes based on the identified biases.

Career Highlights

Bryan G Ng works at Microsoft Technology Licensing, LLC, where he leverages his expertise in mobile app research to innovate and refine testing methodologies. His patents have significantly advanced understanding and evaluation methods in the mobile application domain, notably enhancing reliability in performance assessments.

Collaborations

Ng collaborates with talented colleagues, including Ya Xu and Nanyu Chen, who share his passion for mobile technology and innovation. Together, they contribute to the ongoing development of innovative solutions in mobile application performance evaluation.

Conclusion

Bryan G Ng's innovative spirit and technical ingenuity have positioned him as a significant contributor to the field of mobile application testing and evaluation. His patents not only address contemporary challenges in app performance analysis but also pave the way for future advancements in this critical area of technology.