IoT-Based Driver Sleep Detection and Alarm System Using Raspberry Pi

IoT driver sleep detection and alarm system using Raspberry Pi camera and buzzer

1. Introduction The IoT-based Driver Sleep Detection and Alarm System is a project designed to help reduce road accidents caused by driver drowsiness.Many accidents happen when drivers fall asleep during long drives or late-night trips.To solve this issue, I created this project during my college days — a Driver Sleep Detection and Alarm System using Raspberry

How AI Is Changing DevOps Automation — The Smart Revolution of 2025

AI + DevOps 2025

Introduction – AI Devops Automation 2025 At TechByDevansh, we love exploring how technology keeps evolving — especially in the world of DevOps. Over the past few years, automation has made life easier for developers and operations teams. But in 2025, something even more powerful is taking the lead — Artificial Intelligence (AI). According to a