Company Filing History:
Years Active: 2025
Title: The Innovative Mind of Benjamin Eng
Introduction
Benjamin Eng is an accomplished inventor based in Silver Spring, MD (US). He has made significant contributions to the field of machine learning, particularly in the detection of misclassified on-chain addresses. His innovative approach combines advanced technology with practical applications, showcasing his expertise and creativity.
Latest Patents
Benjamin Eng holds a patent for a method and related system that utilizes machine learning to detect misclassified on-chain addresses. This patent involves retrieving a set of on-chain transactions from a scan of on-chain transactions based on a request identifying the on-chain address. The process generates a sequence of embedding vectors by providing the set of transactions to a first machine learning model. Furthermore, it predicts a first use pattern of the on-chain address by using the sequence of embedding vectors with a second machine learning model. The method also includes updating a record of the on-chain address in an off-chain database to indicate anomalous activity if the first use pattern does not match the second use pattern. This innovative solution addresses critical issues in blockchain technology.
Career Highlights
Benjamin Eng is currently employed at Capital One Services, LLC, where he applies his skills in machine learning and data analysis. His work focuses on enhancing the security and accuracy of on-chain transactions, contributing to the company's reputation as a leader in financial technology. With a patent to his name, he has established himself as a key player in the field of innovation.
Collaborations
Benjamin collaborates with talented individuals such as Hazar Alsahnawi and Mary Sweeney. Their combined expertise fosters a creative environment that drives innovation and leads to groundbreaking solutions in their projects.
Conclusion
Benjamin Eng exemplifies the spirit of innovation through his work in machine learning and blockchain technology. His contributions not only enhance the security of financial transactions but also pave the way for future advancements in the field.