Michael Stark

Title: Innovations of Michael Stark

Introduction

Michael Stark is an accomplished inventor based in Bellevue, WA (US). He has made significant contributions to the field of transaction auditing, holding a total of 7 patents. His work focuses on utilizing machine learning models to enhance the accuracy and efficiency of auditing processes.

Latest Patents

One of Stark's latest patents is titled "Transaction auditing using token extraction and model matching." This patent describes systems and methods for transaction auditing that involve receiving text submitted with a request. The method includes automatically extracting token values for selected token types from the text using a machine learning model. Tokens are identified, and features along with a score indicating the likelihood of the token type are determined. The extracted token values are then compared to request data values, generating an audit alert if discrepancies are found.

Another notable patent is "Transaction policy audit." This patent outlines systems and methods for auditing transactions based on receipt data associated with an entity. It involves associating policy questions with answers that indicate compliance or violation of selected policies. A machine learning policy model is utilized to determine the appropriate policy question answer by comparing features of extracted tokens to receipt data features. An audit alert is generated if a policy violation is detected.

Career Highlights

Michael Stark is currently employed at SAP SE, where he continues to innovate in the field of transaction auditing. His work has been instrumental in developing advanced auditing systems that leverage machine learning technologies.

Collaborations

Stark collaborates with talented individuals such as Jesper B Lind and Evan Adkins, contributing to a dynamic and innovative work environment.

Conclusion

Michael Stark's contributions to transaction auditing through his innovative patents demonstrate his expertise and commitment to advancing technology in this field. His work continues to influence the way transactions are audited, ensuring greater accuracy and compliance.