In-Vehicle Sensors for Cognitive Impairment Detection in Older Drivers
A multimodal sensing pipeline for analyzing driving behavior, physiological signals, and vehicle telemetry to identify early cognitive decline in older drivers.
AI Research Scientist | Guident Corp
Academic portfolio
I am an AI Research Scientist at Guident Corp and a Ph.D. candidate in Computer Science at Florida Atlantic University. My work focuses on computer vision, machine learning, and multimodal systems for healthcare and intelligent monitoring, with a strong emphasis on turning research prototypes into production-grade tools.
Previously, I completed my Master’s degree at the University of Salerno, Italy, where I worked on event-based facial recognition. My current research and industry work span clinical analytics, driver monitoring, patient localization, telehealth, and predictive systems for real-world deployment.
Selected work
A multimodal sensing pipeline for analyzing driving behavior, physiological signals, and vehicle telemetry to identify early cognitive decline in older drivers.
A computer vision system for detecting and tracking patients in crowded hospital spaces using standard camera infrastructure.
A review and applied methods study for estimating body weight with 3D camera systems when direct measurement is not possible.
Publications
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