This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Walmart Apollo, LLC. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: John Penfield Bowman: Innovator in Demand Estimation
Introduction
John Penfield Bowman is an accomplished inventor based in El Cerrito, CA. He has made significant contributions to the field of demand estimation through his innovative patent. His work focuses on leveraging online data to enhance in-store inventory management.
Latest Patents
Bowman's notable patent is titled "System and method for estimating in-store demand based on online demand." This patent discloses systems and methods for estimating in-store demand based on online data. In some embodiments, a machine learning model is trained using data from items sold both online and in-store by a retailer. For a physical store, inference items are determined from items being sold online but not in-store. An estimated demand is computed for each inference item to be offered for sale in the physical store in a future time period, based on the trained machine learning model and online data of the inference item. Based on the estimated demands for the inference items, recommended assortment data is generated for the physical store in the future time period, and is transmitted to a computing device associated with the physical store for assortment refresh. This innovative approach aims to optimize inventory and improve sales performance.
Career Highlights
John Penfield Bowman is currently associated with Walmart Apollo, LLC, where he applies his expertise in demand estimation. His work has the potential to revolutionize how retailers manage their inventory by integrating online and in-store sales data.
Collaborations
Bowman collaborates with talented individuals such as Taizhou Li and Santhosh Kumar Shanmugam, contributing to a dynamic team focused on innovation in retail technology.
Conclusion
John Penfield Bowman is a key figure in the field of demand estimation, with a patent that showcases his innovative approach to integrating online data with in-store inventory management. His contributions are poised to make a significant impact on the retail industry.