Company Filing History:
Years Active: 2025
Title: The Innovations of John Lister
Introduction
John Lister is an accomplished inventor based in Ashburn, Virginia. He has made significant contributions to the field of automated threat detection through his innovative patent. His work exemplifies the intersection of machine learning and data analysis, showcasing the potential for technology to enhance security measures.
Latest Patents
John Lister holds a patent for "Retraining supervised learning through unsupervised modeling." This patent describes systems and methods for automated threat detection. The system receives various types of unlabeled data and utilizes an unsupervised machine learning model to determine labels for the data. These labels are then provided to a supervised machine learning model during a first training process. When new data is received, the supervised model is executed to cluster the new data according to the labels determined by the unsupervised model. Additionally, a label audit process may be implemented to update the output of the supervised model, ensuring continuous improvement in threat detection capabilities.
Career Highlights
John Lister is currently employed at Entanglement, Inc., where he applies his expertise in machine learning and data analysis. His innovative approach to combining unsupervised and supervised learning models has positioned him as a key player in the field of automated threat detection. His work not only enhances security measures but also contributes to the broader understanding of machine learning applications.
Collaborations
John collaborates with notable colleagues, including Haibo Wang and Richard T Hennig. Their combined expertise fosters a dynamic environment for innovation and development in their respective fields.
Conclusion
John Lister's contributions to automated threat detection through his innovative patent highlight the importance of machine learning in enhancing security. His work at Entanglement, Inc. and collaborations with esteemed colleagues further underscore his impact in the field.