This inventor holds 3 USPTO granted patents and 6 published patent applications. Top assignee: Visa International Service Association. Active years: 2024-2026.
Company Filing History:
Years Active: 2024-2026
Title: Linyun He: Innovator in Data Analysis and Machine Learning
Introduction
Linyun He is a prominent inventor based in Cedar Park, TX (US). He has made significant contributions to the fields of data analysis and machine learning, holding a total of 3 patents. His work focuses on developing innovative systems and methods that enhance the understanding and processing of large-scale data.
Latest Patents
Linyun He's latest patents include a "System, method, and computer program product for dynamic peer group analysis of systematic changes in large scale data." This invention provides systems and methods for analyzing data associated with multiple entities. It generates a relational graph based on the data, allowing for the selection of a target entity and the determination of a peer group. The invention calculates average and standard deviation of risk scores to identify whether changes in behavior are anomalies.
Another notable patent is the "Method, system, and computer program product for improving machine learning models." This invention outlines a process for enhancing machine learning models by utilizing a data set to generate embeddings and extracting feature data. It incorporates user feedback to train the models, thereby improving their accuracy and relevance.
Career Highlights
Linyun He is currently employed at Visa International Service Association, where he applies his expertise in data analysis and machine learning. His innovative work has positioned him as a key contributor in his field, driving advancements that benefit various applications in technology and finance.
Collaborations
Linyun has collaborated with talented individuals such as Shubham Agrawal and Chiranjeet Chetia. These collaborations have fostered a creative environment that encourages the development of cutting-edge solutions in data analysis and machine learning.
Conclusion
Linyun He is a distinguished inventor whose work in data analysis and machine learning has led to significant advancements in the field. His innovative patents and contributions continue to shape the future of technology.