Company Filing History:
Years Active: 2025
Title: Caroline Katherine Templeton: Innovator in Account Classification Technology
Introduction
Caroline Katherine Templeton is a notable inventor based in Seattle, WA. She has made significant contributions to the field of account classification through her innovative patent. Her work focuses on enhancing security measures by distinguishing between human-driven and machine-driven accounts.
Latest Patents
Caroline holds a patent titled "Account classification using a trained model and sign-in data." This invention utilizes a trained machine learning model to perform anomaly detection based on sign-in data, which helps in identifying the nature of accounts. The technology supports security improvements by applying tailored security controls and risk management techniques. The formulation heuristics she developed can enhance the accuracy of account classification by supplementing the machine learning model's results with additional data, such as directory information and various sign-in characteristics. This innovation is crucial in identifying machine-driven accounts that may attempt to masquerade as human-driven ones.
Career Highlights
Caroline is currently employed at Microsoft Technology Licensing, LLC, where she continues to develop her expertise in machine learning and security technologies. Her work has positioned her as a key player in the advancement of account security measures.
Collaborations
Caroline has collaborated with talented individuals such as Ye Xu and Etan Micah Basseri, contributing to the development of her innovative solutions.
Conclusion
Caroline Katherine Templeton's contributions to account classification technology exemplify her commitment to enhancing security through innovation. Her patent reflects her expertise and dedication to improving risk management in the digital landscape.