Location History:
- Tel Aviv, IL (2022 - 2023)
- Hod HaSharon, IL (2023)
Company Filing History:
Years Active: 2022-2023
Title: Erez Katzenelson: Innovator in Business Categorization and Service Recommendation
Introduction
Erez Katzenelson is a prominent inventor based in Tel Aviv, Israel. He has made significant contributions to the field of business categorization and service recommendation through his innovative patents. With a total of 3 patents, Erez has demonstrated his expertise in leveraging technology to enhance business processes.
Latest Patents
Erez Katzenelson's latest patents include groundbreaking methods and systems for business categorization and service recommendation. One of his notable inventions involves a method of generating business descriptions performed by a server. This method includes receiving a plurality of invoices associated with various businesses, extracting texts from these invoices, and embedding them into a vector space to create invoice vectors. The process generates clusters in the vector space, allowing for the creation of business descriptions that represent all invoice vectors assigned to each cluster. This innovation facilitates the indexing of businesses within a database by the generated descriptions.
Another significant patent focuses on invoice data classification and clustering. In this system, an invoice is obtained, and a category vector is generated from the invoice string using a machine learning model. This model includes an embedding layer, a neural network layer, and a dense layer. A selection engine then compares the category vector to a set of clusters, allowing for the presentation of relevant suggestions based on the classification.
Career Highlights
Erez currently works at Intuit, Inc., where he continues to develop innovative solutions that enhance business operations. His work has positioned him as a key player in the field of business technology.
Collaborations
Erez has collaborated with talented individuals such as Shir Meir Lador and Sigalit Bechler, contributing to the advancement of their shared goals in innovation.
Conclusion
Erez Katzenelson is a notable inventor whose work in business categorization and service recommendation has led to significant advancements in the field. His innovative patents reflect his commitment to improving business processes through technology.