Company Filing History:
Years Active: 2024-2025
Title: **Innovative Contributions of Jeffrey Michael Balbien in Machine Learning**
Introduction
Jeffrey Michael Balbien, an accomplished inventor based in Los Angeles, CA, has made notable contributions in the field of machine learning. With a total of two patents to his name, he has focused on developing advanced methodologies that enhance the efficiency of automated database element processing systems.
Latest Patents
Jeffrey Balbien's latest patent is titled "Combined Wide and Deep Machine Learning Models for Automated Database Element Processing Systems, Methods and Apparatuses." This innovative method revolves around the training of both wide and deep machine learning models using historical feature vector inputs. By generating a wide ranked element output and a deep ranked element output, the invention emphasizes improving the accuracy of processing database elements. The methodology involves generating inputs specific to individual entities, obtaining current article database elements, and creating feature vector inputs accordingly. Subsequently, the feature vector input is processed by both training models to generate ranked element lists, which are then merged to provide a comprehensive ranked element recommendation output.
Career Highlights
Jeffrey has built a distinguished career at Nantmedia Holdings, LLC, where his work revolves around innovative technological solutions. His expertise in machine learning and database processing plays a crucial role in the advancements made at the company.
Collaborations
Throughout his career, Jeffrey has collaborated with esteemed colleagues, including Bing Song and Hao Lu. These partnerships have enriched his research and contributed to the successful development of his patented technologies.
Conclusion
In summary, Jeffrey Michael Balbien exemplifies the innovative spirit of modern inventors. His contributions to machine learning through his patents have the potential to significantly enhance automated database processing systems. As technology continues to evolve, the influence of innovators like Jeffrey will undoubtedly pave the way for more advanced solutions in the industry.