Company Filing History:
Years Active: 2025
Title: Todd Fraser: Innovator in Flood Hazard Estimation
Introduction
Todd Fraser is an accomplished inventor based in Toronto, Canada. He has made significant contributions to the field of flood hazard estimation through innovative technologies. His work focuses on utilizing machine learning and satellite data to enhance the accuracy of flood hazard assessments.
Latest Patents
Todd Fraser holds a patent for "Systems and methods for generating flood hazard estimation using machine learning model and satellite data." This patent describes a system and method that inputs a satellite elevation map and applies a machine learning model to output a geographic map representing flood hazard areas. The machine learning model is trained using a generative adversarial network (GAN) to produce an output of a deterministic hazard mapping algorithm. The method retrieves a DEM topography file representing elevation data of an identified terrain and applies a sink-filling algorithm to detect and fill sinks in the DEM topography. The algorithm generates a flood hazard map by merging the filled topography and the DEM elevation data, using a weighting function that balances the detected sinks and the flattest regions of the filled topography. Todd Fraser has 1 patent to his name.
Career Highlights
Todd Fraser has built a successful career at the Bank of Montreal, where he applies his expertise in machine learning and data analysis. His innovative approach to flood hazard estimation has positioned him as a leader in this critical area of research and development.
Collaborations
Todd has collaborated with talented individuals such as Kian Kenyon-Dean and Bo Zhao. Their combined efforts contribute to advancing the field of flood hazard estimation and improving the methodologies used in this area.
Conclusion
Todd Fraser is a notable inventor whose work in flood hazard estimation exemplifies the intersection of technology and environmental safety. His innovative patent and career at the Bank of Montreal highlight his commitment to enhancing flood risk assessments through advanced methodologies.