Yi Xu Ng

Title: Innovations of Yi Xu Ng

Introduction

Yi Xu Ng is a notable inventor based in Berkeley, CA, who has made significant contributions to the field of machine learning and automation. With a total of two patents to his name, he has developed innovative solutions that enhance accuracy and efficiency in various applications.

Latest Patents

Yi Xu Ng's latest patents include an "Integrated machine learning and rules platform for improved accuracy and root cause analysis." This invention provides techniques for integrating machine learning with rule-based systems. It involves generating a directed acyclic graph (DAG) that represents constraints related to input variables and machine learning models. The system determines outcomes based on input values and populates the DAG accordingly to make automated determinations.

Another significant patent is the "User behavior confidence level of automation." This method identifies product categories by applying a categorization model to product data. It creates a knowledge graph for business entities and generates cohort clusters using a clustering algorithm. The method predicts inventory levels and determines a confidence level for users, allowing for automated inventory orders when confidence exceeds a specified threshold.

Career Highlights

Yi Xu Ng is currently employed at Intuit, Inc., where he continues to innovate and develop advanced technologies. His work focuses on improving automated systems and enhancing user experiences through intelligent design.

Collaborations

Some of Yi Xu Ng's coworkers include Steve George Goyette and Yogish Pai, who contribute to the collaborative environment at Intuit, Inc. Their combined expertise fosters innovation and drives the development of cutting-edge solutions.

Conclusion

Yi Xu Ng's contributions to machine learning and automation demonstrate his commitment to advancing technology. His patents reflect a deep understanding of complex systems and a dedication to improving user experiences through innovative solutions.