AlertAlfred is an AI-powered security system built on a Raspberry Pi 5 and the Hailo 8L module, designed to detect people in a CCTV feed in real-time. This project showcases how to set the system up, capture images upon detection, and send instant alerts via Telegram — all while maintaining local data processing to ensure privacy.