Ming Waters

Title: The Innovations of Ming Waters

Introduction

Ming Waters is an accomplished inventor based in Walkerton, VA (US). He has made significant contributions to the field of technology, particularly in the area of transaction monitoring and anomaly detection. With a total of 2 patents to his name, Waters has demonstrated his expertise and innovative thinking in developing solutions that enhance the efficiency and security of network services.

Latest Patents

Ming Waters' latest patent focuses on detecting transaction volume anomalies. This invention involves a server device that obtains historical transaction data related to a network service. It also gathers historical calendar data corresponding to a specific time period. By processing this data, the server device trains a machine learning model using a gradient boosting technique to predict a normal transaction volume and associated confidence bands. The system generates the normal transaction volume and confidence bands, then compares real-time transaction data against these predictions to detect anomalies. If an anomaly is identified, the server device sends an alert to a remote device, prompting it to display the alert and take appropriate action.

Career Highlights

Ming Waters is currently employed at Capital One Services, LLC, where he applies his innovative skills to develop advanced technological solutions. His work has significantly contributed to improving transaction monitoring systems, making them more reliable and efficient.

Collaborations

Ming collaborates with Donald J Gennetten, leveraging their combined expertise to drive innovation within their projects.

Conclusion

Ming Waters is a notable inventor whose work in detecting transaction volume anomalies showcases his commitment to advancing technology. His contributions at Capital One Services, LLC highlight the importance of innovation in enhancing network service security and efficiency.