Valeria M Goodman

Title: Valeria M. Goodman: Inventor in Resource-System Authentication.

Introduction

Valeria M. Goodman is an inventor associated with Palm Bay, Florida, and UnitedHealth Group Incorporated. Her patent work addresses methods for assessing the authenticity of resource systems using machine learning.

Latest Patents

Goodman is associated with 1 patent: “Systems and Methods for Authenticating a Resource System.” The invention describes receiving data from a resource system, down-sampling one subset while retaining another, and generating machine-learning features from both subsets. A model trained to produce a fraud measure uses those features to generate data objects that support validation, after which prediction-based actions may be initiated.

Career Highlights

Goodman’s listed patent reflects work on applying machine learning and data-processing techniques to resource-system authentication and fraud assessment. She is associated with UnitedHealth Group Incorporated.

Collaborations

The provided information names Saransh Rawat and Mayank Kumar as Goodman’s coworkers. It does not specify their roles in the patent or the nature of their collaboration.

Conclusion

Valeria M. Goodman’s patent focuses on combining data sampling and machine-learning features to support resource-system authentication and prediction-based fraud assessment.