Lesley Quach

Title: Lesley Quach: Innovator in Vehicle Maintenance Prediction Systems

Introduction

Lesley Quach is a notable inventor based in Seattle, WA (US). She has made significant contributions to the field of vehicle maintenance through her innovative patent. Her work focuses on enhancing the reliability and efficiency of vehicle components.

Latest Patents

Lesley Quach holds a patent for a "Component maintenance prediction system with behavior modeling." This invention is a method, apparatus, and system designed to manage maintenance for components in vehicles. The system utilizes sensor data to predict target parameters using behavior machine learning models. These models are trained with initial data to forecast the normal behavior of components operating within tolerance. The invention also includes a mechanism to determine prediction metrics from both predicted and actual values of target parameters. Ultimately, it predicts whether a component will fall out of tolerance over time and assesses the need for maintenance based on historical data.

Career Highlights

Lesley Quach is currently employed at The Boeing Company, where she applies her expertise in developing advanced technologies for vehicle maintenance. Her innovative approach has positioned her as a key player in her field.

Collaborations

Lesley collaborates with talented colleagues, including Changzhou Wang and Darren Puigh. Their combined efforts contribute to the advancement of technology in vehicle maintenance systems.

Conclusion

Lesley Quach's contributions to vehicle maintenance prediction systems exemplify her innovative spirit and dedication to improving vehicle reliability. Her patent reflects a significant advancement in the field, showcasing the potential of machine learning in practical applications.