This inventor holds 8 USPTO granted patents and 1 published patent application. Top assignee: Wells Fargo Bank, N.A.. Active years: 2023-2026.
Company Filing History:
Years Active: 2023-2026
Title: Michael Goodwin: Innovator in Fuzzy Logic and Machine Learning
Introduction
Michael Goodwin is a notable inventor based in Denver, CO. He has made significant contributions to the fields of fuzzy logic and machine learning, holding a total of 8 patents. His work focuses on enhancing the reliability of technology systems and improving data analysis techniques.
Latest Patents
One of Goodwin's latest patents is titled "Fuzzy logic modeling for detection and presentment of anomalous messaging." This patent discloses an innovative approach that applies a fuzzy logic model to fuzzy-match multiple address fields. The goal is to determine a common physical address and assess the number of communiques directed to that address against a predefined threshold. This method also integrates a fraud-risk database to identify potential fraud-risk addresses, allowing users to adjust views of various matches and track trends within the data.
Another significant patent is "Modeling of information technology failures of enterprise computing systems." This invention utilizes machine learning models to predict the likelihood of application failures more reliably. The model is trained to identify events that may lead to high-severity application failures. By employing logistic regression, the model maps application features to a high-severity event flag. The identified applications are then displayed on a graphical user interface for review and reprioritization, allowing for informed decision-making based on multiple ranking criteria.
Career Highlights
Michael Goodwin is currently employed at Wells Fargo Bank, N.A., where he applies his expertise in technology and innovation. His work at the bank involves leveraging his patented technologies to enhance operational efficiency and improve risk management processes.
Collaborations
Goodwin collaborates with talented professionals in his field, including Stacy Renee Henryson and Brian Karp. These collaborations foster an environment of innovation and creativity, leading to the development of cutting-edge solutions.
Conclusion
Michael Goodwin is a distinguished inventor whose work in fuzzy logic and machine learning has made a significant impact on technology systems. His contributions continue to shape the future of data analysis and application reliability.