Company Filing History:
Years Active: 2022-2024
Title: Wayne Decesaris: Innovator in Machine Learning and Analytics
Introduction
Wayne Decesaris is a notable inventor based in Frisco, TX, who has made significant contributions to the fields of machine learning and analytics. With a total of 4 patents to his name, he has developed innovative systems and methods that enhance the understanding and application of data analytics in business contexts.
Latest Patents
Wayne's latest patents include groundbreaking work on "Aggregated feature importance for finding influential business metrics." This invention focuses on systems, methods, and apparatuses for determining feature importance of analytics data in predicting response values. The process involves receiving data records, splitting them into datasets, generating machine learning models, and determining important features that influence business metrics.
Another significant patent is related to "Systems and methods for training machine learning models." This invention outlines methods and computer-readable media for repeated holdout validation. It includes collecting independent and dependent data, creating datasets, generating unique seeds, and training neural networks to create multiple models. The statistical analysis of accuracy metrics allows for ranking independent variables based on their correlation strength with dependent variables.
Career Highlights
Wayne Decesaris is currently employed at Capital One Services, LLC, where he applies his expertise in machine learning and analytics to drive innovation. His work has been instrumental in developing advanced analytical tools that help businesses make data-driven decisions.
Collaborations
Wayne has collaborated with talented coworkers such as Esmat Zare and Yasong Zhou, contributing to a dynamic work environment that fosters innovation and creativity.
Conclusion
Wayne Decesaris stands out as a prominent inventor in the realm of machine learning and analytics. His contributions through patents and innovative solutions continue to shape the future of data analytics in business.