The document presents the design and implementation of an electric drive-based floor cleaning robot that operates both autonomously and via remote control, utilizing an Arduino UNO microcontroller, DC motors, and various sensors. It emphasizes the importance of cleanliness in daily life and aims to assist cleaning workers in different environments with a cost-effective solution. The system includes features such as an Android application for control, and improvements are suggested for enhancing its effectiveness and functionality.