Edge artificial intelligence ushers in a paradigm shift in how we interact with technology. By deploying cognitive algorithms directly on devices at the network's edge, it facilitates Low power Microcontrollers real-time action, minimizing the need for constant cloud connectivity. This localized approach offers a range of opportunities, including i