This inventor holds 2 USPTO granted patents and 1 published patent application. Top assignee: The Toronto-Dominion Bank. Active years: 2025-2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2025-2026
Title: Innovations by Marc Poulin in Automated Data Processing
Introduction
Marc Poulin is an accomplished inventor based in St. Lambert, Canada. He has made significant contributions to the field of automated data processing, particularly in the context of vehicle loss detection. With a total of 2 patents to his name, Poulin's work showcases the intersection of technology and machine learning.
Latest Patents
Marc Poulin's latest patents focus on systems and methods for automated data processing using machine learning for vehicle loss detection. One of his notable inventions involves a data processing system that inputs a tiled image of a vehicle, which includes four different angle views combined into a single image. This image is processed by a first machine learning model, such as a Convolutional Neural Network (CNN), trained on historical image data to predict the likelihood of total loss for the vehicle. The system further incorporates a multi-fusion of images into a second set of machine learning models, extracting features to enhance the prediction accuracy. Additionally, tabular data related to the vehicle is input into a third machine learning model to predict the overall likelihood of total loss, aggregating the results from all three models.
Career Highlights
Marc Poulin is currently employed at the Toronto-Dominion Bank, where he applies his expertise in machine learning and data processing. His innovative approach to vehicle loss detection has positioned him as a key player in the financial and insurance sectors, where accurate assessments of vehicle conditions are crucial.
Collaborations
Throughout his career, Marc has collaborated with talented individuals such as Satya Krishna Gorti and Keyu Long. These partnerships have fostered a creative environment that encourages the development of cutting-edge technologies.
Conclusion
Marc Poulin's contributions to automated data processing and machine learning have made a significant impact in the field of vehicle loss detection. His innovative patents and collaborative efforts continue to drive advancements in technology.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile