This course opens the door to the thrilling world of technology innovation competitions like Microsoft Imagine Cup Junior, with a focus on creating AI projects that can make a difference. It is designed for students who are interested in joining such competitions, starting from "Una Tech For Future" and developing prototypes through text-based programming, e.g. Python. The course will guide participants through the essential steps for successfully competing in an AI competition, from understanding the rules and scoring systems to training and testing models, designing UI, prototyping and developing presentation skills.