Company Filing History:
Years Active: 2025
Title: Keyvan Kasiri: Innovator in Flood Hazard Estimation
Introduction
Keyvan Kasiri 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
Keyvan 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 produce a geographic map representing flood hazard areas. The machine learning model is trained using a generative adversarial network (GAN) to output a deterministic hazard mapping algorithm. The method retrieves a Digital Elevation Model (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.
Career Highlights
Keyvan Kasiri has made a notable impact in his field with his innovative approach to flood hazard estimation. His work is recognized for its potential to improve disaster preparedness and response strategies. He is currently employed at the Bank of Montreal, where he continues to apply his expertise in technology and data analysis.
Collaborations
Keyvan collaborates with talented individuals such as Kian Kenyon-Dean and Bo Zhao. Their combined efforts contribute to advancing the methodologies used in flood hazard estimation.
Conclusion
Keyvan Kasiri is a pioneering inventor whose work in flood hazard estimation exemplifies the integration of machine learning and satellite technology. His contributions are vital for enhancing safety and preparedness in flood-prone areas.