Mackenzie Sweeney

Title: Mackenzie Sweeney: Innovator in Machine Learning and Digital Testing

Introduction

Mackenzie Sweeney is a prominent inventor based in Bristow, VA (US), known for her contributions to the fields of machine learning and digital testing. With a total of five patents to her name, she has made significant strides in enhancing the efficiency of information retrieval and webpage testing.

Latest Patents

One of her latest patents is focused on "Machine learning for locating information in knowledge graphs." This invention involves methods and systems that utilize machine learning models to effectively locate information within an organizational graph. The search system described in this patent can determine relevant data to retrieve from a knowledge graph, thereby improving the efficiency of answering queries while minimizing the use of computing resources.

Another notable patent is the "Method and system for digital webpage testing." This system allows for the digital testing of webpages by receiving user data through application programming interface (API) endpoints. The data includes indications of user interactions with various webpage variants. By employing a Bayesian multi-arm bandit algorithm within a machine learning model, the system generates results that provide causal performance estimates and decision rules for further testing experiments.

Career Highlights

Mackenzie currently works at Capital One Services, LLC, where she applies her innovative ideas to improve digital solutions. Her work has been instrumental in advancing the company's capabilities in machine learning and user experience.

Collaborations

Mackenzie collaborates with talented individuals such as Ravi Mupkala and Devaiah Bachamada, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Mackenzie Sweeney is a trailblazer in the realm of machine learning and digital testing, with a proven track record of impactful inventions. Her work continues to shape the future of technology and improve user experiences across various platforms.