Company Filing History:
Years Active: 2024-2025
Title: Innovations by Inventor Xiao Huang
Introduction
Xiao Huang is a notable inventor based in Marietta, GA (US), recognized for his contributions to the field of risk assessment and prediction modeling. With a total of four patents to his name, Huang has made significant strides in developing techniques that enhance the accuracy and efficiency of risk assessments in various computing environments.
Latest Patents
Huang's latest patents include "Techniques for prediction models using time series data" and "Historical risk assessment for risk mitigation in online access control." The first patent focuses on a lagged prediction model that is trained for risk assessment purposes. This model utilizes a risk assessment computing system that processes a risk assessment query for a target entity. It generates an input predictor record that includes lagged values from a time-series attribute associated with the target entity. The model is designed to compute an output risk indicator, which can be used to control access to interactive computing environments. The second patent outlines systems and methods for automated historical risk assessment, allowing for the evaluation of risk indicator changes. This innovation helps in determining the total impact of various attributes on risk indicators, thereby improving online access control.
Career Highlights
Xiao Huang is currently employed at Equifax Inc., where he applies his expertise in risk assessment and predictive modeling. His work at Equifax has positioned him as a key player in developing innovative solutions that address complex challenges in risk management.
Collaborations
Huang collaborates with talented individuals such as Yan Wang and Jonathan Boardman, contributing to a dynamic team focused on advancing technology in risk assessment.
Conclusion
Xiao Huang's innovative work in risk assessment and predictive modeling has made a significant impact in the field. His patents reflect a commitment to enhancing the accuracy and efficiency of risk evaluations, showcasing his role as a leading inventor in this domain.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.