In today’s farming and retail sectors, figuring out how ripe fruits are is a big challenge that affects profits and how happy customers are. The "RipeGenius 1.0" app is a new solution that uses artificial intelligence (AI) to tackle these issues. This mobile app uses smart image recognition and machine learning algorithms to carefully check the visual and physical signs of fruits to determine their ripeness accurately. The app was developed by a committed team from SMK Ulu Tiram, including Muham