This inventor holds 1 USPTO granted patent and 4 published patent applications. Top assignee: The Toronto-Dominion Bank. Active years: 2025.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2025
Title: Olivier Gandouet: Innovator in Driver Risk Assessment Technology
Introduction
Olivier Gandouet is a notable inventor based in Montreal, Canada. He has made significant contributions to the field of risk assessment through his innovative patent. His work focuses on utilizing machine learning to enhance the evaluation of driver behavior and associated risks.
Latest Patents
Olivier Gandouet holds a patent for a "System and method for determining a driver score using machine learning." This computer-implemented system and method is designed to assess risk by analyzing vehicle behavior data collected over a defined period. The process involves inputting this data into a supervised learning prediction model, which is trained on historical data to predict the frequency of expected claim submissions for vehicle policyholders. The method further includes computing a Shapley estimate for each feature of the behavior data, applying a spline approximation to estimate contributions, and ultimately determining a risk score based on these calculations. This innovative approach has the potential to revolutionize how insurance companies assess driver risk.
Career Highlights
Olivier is currently employed at The Toronto-Dominion Bank, where he applies his expertise in machine learning and risk assessment. His work at the bank allows him to contribute to the development of advanced financial technologies that enhance customer service and risk management.
Collaborations
Olivier collaborates with talented professionals such as Ghaith Kazma and Jean-christophe Bouëtté. Their combined expertise fosters an environment of innovation and creativity, leading to the development of cutting-edge solutions in the financial sector.
Conclusion
Olivier Gandouet's contributions to the field of driver risk assessment through his innovative patent demonstrate his commitment to advancing technology in the financial industry. His work not only enhances risk evaluation but also sets a precedent for future innovations in the field.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile