My research focus on the application of Artificial Intelligence (AI) in the field of Transportation Systems aimed at creating a smarter and safer mobility. Within this domain, I have embarked on research endeavors aimed at enhancing transportation safety, resilience, and management. A primary objective of my work is the development of Geographic Information System (GIS) and Machine Learning (ML) models to extract essential transportation data such as school zones, turning lanes, crosswalks, bicycle lanes, pedestrian walkways, and more in large-scale from aerial images. My work has extended to disaster resilience where I assess the impact of disasters such as hurricane and tornadoes debris on roadways and communities. I also conduct studies in the accessibility of particularly vulnerable road users to critical facilities during disasters.
Research Keywords & Expertise
Disaster resilience
urban mobility
Intelligent Transport ...
Safety & resilience
data science and big d...
Accessibility and tran...
smart cities
Short Biography
My research focus on the application of Artificial Intelligence (AI) in the field of Transportation Systems aimed at creating a smarter and safer mobility. Within this domain, I have embarked on research endeavors aimed at enhancing transportation safety, resilience, and management. A primary objective of my work is the development of Geographic Information System (GIS) and Machine Learning (ML) models to extract essential transportation data such as school zones, turning lanes, crosswalks, bicycle lanes, pedestrian walkways, and more in large-scale from aerial images. My work has extended to disaster resilience where I assess the impact of disasters such as hurricane and tornadoes debris on roadways and communities. I also conduct studies in the accessibility of particularly vulnerable road users to critical facilities during disasters.
