Company Filing History:
Years Active: 2023-2025
Title: Jiahuan He: Innovator in Machine Learning and Modeling Tools
Introduction
Jiahuan He is a prominent inventor based in Los Angeles, CA. He has made significant contributions to the field of machine learning and modeling tools. With a total of 4 patents to his name, He continues to push the boundaries of technology and innovation.
Latest Patents
Jiahuan He's latest patents include "Systems and methods for enriching modeling tools and infrastructure with semantics." This patent discloses systems and methods for generating and processing modeling workflows. In some examples, a reference distribution of scores generated by a model is determined and recorded in a structured database. During the execution of the model, one or more unexpected scores are detected by comparing the production distribution of scores with the reference distribution. An alert is then provided to an external system when an alert condition is satisfied based on this comparison. Another notable patent is "Systems and methods for providing machine learning model evaluation by using decomposition." This patent outlines a process for evaluating a model by performing a decomposition relative to a baseline input data set.
Career Highlights
Jiahuan He is currently employed at ZestFinance, Inc., where he applies his expertise in machine learning and modeling. His work focuses on enhancing the capabilities of modeling tools and improving the evaluation processes of machine learning models.
Collaborations
He has collaborated with notable professionals in the field, including Douglas C. Merrill and Michael Edward Ruberry. These collaborations have further enriched his work and contributed to advancements in technology.
Conclusion
Jiahuan He is a distinguished inventor whose work in machine learning and modeling tools has led to significant innovations. His patents reflect a commitment to improving technology and enhancing the evaluation processes in the field.