Company Filing History:
Years Active: 2022-2023
Title: Innovations of Natalie De Shetler
Introduction
Natalie De Shetler is an accomplished inventor based in Mountain View, CA. She has made significant contributions to the field of machine learning and electronic payments systems. With a total of two patents to her name, her work focuses on enhancing security and efficiency in financial transactions.
Latest Patents
One of her latest patents is titled "Machine learning-based determination of limits on merchant use of a third party payments system." This invention involves a method that utilizes a business rules engine to receive input data from various sources. The data describes a merchant and their application to use an electronic payments system. By performing featurization on the input data, a machine-readable vector is created. This vector is then used in a machine learning model to predict a risk score, which estimates the probability of the merchant being unable to meet their obligations. Based on this risk score, the business rules engine can limit the merchant's use of the electronic payments system.
Another notable patent is "Online fraud detection using machine learning models." This method includes obtaining an access request from a user for a software application and gathering multiple verification attributes associated with that user. A fraud score is generated by feeding a supervised machine learning classifier with a feature vector based on these attributes. The method also involves selecting an unsupervised machine learning anomaly detector to generate an anomaly score for the access request, which is then processed accordingly.
Career Highlights
Natalie De Shetler currently works at Intuit, Inc., where she applies her expertise in machine learning to develop innovative solutions for electronic payments. Her work has been instrumental in improving the security and reliability of financial transactions.
Collaborations
Some of her notable coworkers include Henry Venturelli and Taylor Cressy, who contribute to the collaborative environment at Intuit, Inc. Their combined efforts enhance the development of cutting-edge technologies in the financial sector.
Conclusion
Natalie De Shetler is a pioneering inventor whose work in machine learning and electronic payments systems is shaping the future of financial technology. Her patents reflect her commitment to innovation and security in the industry.