Company Filing History:
Years Active: 2024
Title: The Innovative Mind of Shirbi Ish-shalom
Introduction
Shirbi Ish-shalom is an accomplished inventor based in Orlando, FL. He has made significant contributions to the field of machine learning and transaction prediction. His innovative work has led to the development of a unique patent that showcases his expertise and creativity.
Latest Patents
Shirbi holds a patent titled "Transaction entity prediction through learned embeddings." This patent focuses on inferring a candidate entity associated with a transaction using a machine learning model. The process involves receiving an organization identifier and description related to a transaction as input. An entity embedding, which consists of a vector for each entity of an organization based on the organization identifier, is retrieved from storage. The machine learning model is then invoked with the entity embedding and description to infer a transaction embedding and compute a similarity score. A candidate entity with a similarity score that meets a certain threshold can be identified and returned, with the highest similarity score being highlighted in specific aspects. This innovative approach enhances the accuracy of transaction predictions.
Career Highlights
Shirbi is currently employed at Intuit, Inc., where he continues to push the boundaries of technology and innovation. His work at Intuit has allowed him to apply his skills in a practical setting, contributing to the company's mission of improving financial management through technology.
Collaborations
Shirbi collaborates with talented individuals such as Natalie Bar Eliyahu and Omer Wosner. These partnerships foster a creative environment that encourages the exchange of ideas and the development of groundbreaking solutions.
Conclusion
Shirbi Ish-shalom is a remarkable inventor whose work in machine learning and transaction prediction is paving the way for future innovations. His patent and contributions to Intuit, Inc. reflect his dedication to advancing technology and improving user experiences.