Company Filing History:
Years Active: 2025
Title: Innovations by Kathleen Cordiner in Vehicle Accident Analysis
Introduction
Kathleen Cordiner is an innovative inventor based in Sun Lakes, AZ (US). She has made significant contributions to the field of machine learning, particularly in the context of vehicle accident analysis. Her work focuses on developing models that can predict potential injuries resulting from vehicle accidents.
Latest Patents
Kathleen holds a patent for her invention titled "Machine learning models for vehicle accident potential injury detection." This patent describes techniques for training and executing machine learning models that determine injury probabilities based on vehicle accident data. The invention includes a decision tree model constructed with various branching criteria based on specific vehicle accident data and corresponding injury ground truth data. The model execution component is designed to assess the probability of potential injuries associated with vehicle accidents. This innovative approach allows for the identification of target computer systems and processes to be initiated based on the injury probabilities. The model execution architecture can be implemented using an event-driven system and cloud-based data storage to manage data events related to individual vehicle accidents.
Career Highlights
Kathleen is currently employed at State Farm Mutual Automobile Insurance Company, where she applies her expertise in machine learning to enhance vehicle accident analysis systems. Her work is instrumental in improving safety measures and reducing injury risks associated with vehicle accidents.
Collaborations
Kathleen collaborates with talented professionals such as Justin Devore and Sateesh K Nallamothu, contributing to the advancement of innovative solutions in her field.
Conclusion
Kathleen Cordiner's contributions to machine learning and vehicle accident analysis demonstrate her commitment to innovation and safety. Her patent and work at State Farm Mutual Automobile Insurance Company highlight her role as a leading inventor in this important area.