Company Filing History:
Years Active: 2024-2025
Title: Adam Kleinman: Innovator in Machine Learning Model Development
Introduction
Adam Kleinman 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
Kleinman's notable patent is titled "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. Kleinman holds 1 patent in this area.
Career Highlights
Adam Kleinman is currently employed at ZestFinance, Inc., where he continues to push the boundaries of machine learning technology. His work at ZestFinance focuses on leveraging data to improve financial decision-making processes.
Collaborations
Kleinman collaborates with talented individuals in his field, including David Sheehan and Siavash Yasini. Their combined expertise contributes to the innovative projects at ZestFinance.
Conclusion
Adam Kleinman is a key figure in the advancement of machine learning technologies. His innovative patent and work at ZestFinance highlight his commitment to improving automated systems in this rapidly evolving field.