Company Filing History:
Years Active: 2023-2024
Title: Hechao Sun: Innovator in Machine Learning and Predictive Models
Introduction
Hechao Sun is a prominent inventor based in Chicago, IL (US). He has made significant contributions to the field of machine learning and predictive modeling. With a total of 2 patents, his work focuses on enhancing the accuracy and efficiency of electronic currency value predictions.
Latest Patents
Hechao Sun's latest patents include "Merchant incremental electronic impact value prediction and ranking using multiple machine learning models." This invention discloses methods, apparatus, systems, and computer program products that utilize specially configured machine learning models to generate incremental currency values associated with target merchant data objects. The patent outlines how to identify actual electronic currency values and includes a counterfactual model for generating counterfactual electronic currency values. Additionally, it features an incrementality-trained ensemble model for predicting incremental electronic currency impacts.
Another notable patent is "Apparatus, method, and non-transitory computer storage medium for performing predictive inferences using multiple predictive models." This invention describes a method and apparatus for generating cross-model predictive outputs using various predictive models. The apparatus includes a processor and non-transitory memory configured to obtain model selection probability distributions and cross-model normalization data, ultimately determining cross-model predictive scores.
Career Highlights
Hechao Sun is currently employed at Groupon, Inc., where he applies his expertise in machine learning to develop innovative solutions. His work has significantly impacted the company's approach to predictive analytics and electronic currency valuation.
Collaborations
Hechao collaborates with talented coworkers, including Ana Ananthakumar and Andrew Lisy. Their combined efforts contribute to the advancement of technology and innovation within their field.
Conclusion
Hechao Sun is a distinguished inventor whose work in machine learning and predictive modeling has led to valuable patents. His contributions continue to shape the landscape of electronic currency valuation and predictive analytics.