Jeremiah Thompson

Title: Innovations by Jeremiah Thompson

Introduction

Jeremiah Thompson is an accomplished inventor based in Charlotte, NC (US). He has made significant contributions to the field of machine learning and automated reporting systems. With a total of 2 patents, his work focuses on enhancing the efficiency and accuracy of suspicious activity reporting.

Latest Patents

One of Jeremiah's latest patents is a "Neural network host platform for generating automated suspicious activity reports using machine learning." This invention utilizes machine learning techniques to create automated suspicious activity reports (SAR). The computing platform generates a labeled transaction history dataset by merging historical transaction data with historical report information. It trains a convolutional neural network using this dataset and processes new transaction data through lossy compression. The system then inputs the compressed data into the convolutional neural network, which outputs a suspicious event probability score. If this score exceeds a predetermined threshold, the platform directs a report processing system to generate a SAR.

Career Highlights

Jeremiah currently works at Bank of America Corporation, where he applies his innovative ideas to improve banking operations. His expertise in machine learning and data analysis has positioned him as a valuable asset in the financial technology sector.

Collaborations

Jeremiah collaborates with notable colleagues, including Andrew Yardley Vlasic and Nancy T Carrier. Their combined efforts contribute to the advancement of technology within their organization.

Conclusion

Jeremiah Thompson's work exemplifies the intersection of technology and finance, showcasing how innovations can lead to improved security measures in banking. His contributions to machine learning and automated reporting systems are paving the way for future advancements in the industry.