Company Filing History:
Years Active: 2024-2025
Title: David Sheehan: Innovator in Machine Learning
Introduction
David Sheehan is a prominent inventor based in Santa Monica, CA. He has made significant contributions to the field of machine learning through his innovative patent. His work focuses on developing automated systems that enhance the efficiency of machine learning model development, analysis, and refinement.
Latest Patents
David holds a patent for "Automated systems for machine learning model development, analysis, and refinement." This application describes systems and methods for generating machine learning models (MLMs). An exemplary method includes obtaining a sample and user input data characterizing a product or service. A subset of the data is selected from the sample based on sampling the sample according to the user input data. An MLM is trained by applying the data subset as training input to the MLM, thereby providing a trained MLM to emulate a customer selection process unique to the product or service. A user interface (UI) configured to receive other user input data and cause the trained MLM to execute on the other user input data, thereby testing the trained MLM, is presented. A summary of results from the execution of the trained MLM is generated and presented in the UI. The summary of results indicates a contribution to the trained MLM of each of a plurality of features. David has 1 patent to his name.
Career Highlights
David is currently employed at ZestFinance, Inc., where he continues to push the boundaries of machine learning technology. His work has been instrumental in developing systems that streamline the process of creating and testing machine learning models.
Collaborations
David collaborates with talented individuals such as Siavash Yasini and Bingjia Wang, contributing to a dynamic and innovative work environment.
Conclusion
David Sheehan is a key figure in the advancement of machine learning technologies. His innovative patent and contributions to ZestFinance, Inc. highlight his commitment to enhancing the field.