Danielle Dunham

Danielle Dunham

As a seasoned DevOps engineer, I focus on cloud infrastructure, automation, and monitoring. I excel at deploying scalable Kubernetes environments and automating workflows using modern DevOps tools and best practices.

How Fatigue Detection Software Enhances Safety and Productivity

Fatigue detection software is a game-changer for road safety, designed to prevent accidents caused by drowsy driving. Every year, fatigue-related crashes result in thousands of deaths and injuries, particularly among truck drivers, long-haul transportation workers, and night-shift employees. But how does this software work? It leverages advanced technologies like computer vision, machine learning, and deep neural networks (DNNs) to monitor driver behavior in real-time. By analyzing facial expressions, eye movement, and head tilts, the system can identify early signs of fatigue and issue timely alerts, helping drivers stay focused and safe on the road. Read More