This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: The Toronto-Dominion Bank. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Linda Aida: Innovator in Driver Risk Assessment Technology
Introduction
Linda Aida is a prominent inventor based in Longueuil, Canada. She has made significant contributions to the field of machine learning, particularly in the area of driver risk assessment. Her innovative approach combines technology and data analysis to enhance vehicle insurance practices.
Latest Patents
Linda Aida holds a patent for a "System and method for determining a driver score using machine learning." This computer-implemented system provides a method for assessing risk by analyzing vehicle behavior data collected over a defined period. The process involves using a supervised learning prediction model trained on historical data to predict the frequency of expected claim submissions. A Shapley estimate is computed for each feature of the behavior data, allowing for a detailed understanding of each feature's contribution to the predicted value. The final risk score is determined based on a spline approximation of these contributions.
Career Highlights
Linda Aida is currently employed at the Toronto-Dominion Bank, where she applies her expertise in machine learning to develop innovative solutions for risk assessment. Her work has positioned her as a leader in the integration of technology within the banking and insurance sectors.
Collaborations
Linda collaborates with talented professionals such as Jean-christophe Bouëtté and Olivier Gandouet, contributing to a dynamic work environment that fosters innovation and creativity.
Conclusion
Linda Aida's contributions to the field of driver risk assessment through her innovative patent demonstrate her commitment to leveraging technology for improved safety and efficiency in vehicle insurance. Her work continues to influence the industry positively.