The gamified system is a unique approach to enhancing student involvement and learning experiences. It incorporates gamification elements such as grading challenges, points and streaks, and a leaderboard for competition. The AI integration of the system optimizes the curriculum by providing efficient learning experiences and feedback to teachers. Data analytics are used to monitor students’ performance and advancement, allowing for feedback to both students and instructors. The gamified system addresses the holistic development of students by engaging their cognitive abilities, practical skills, and emotional involvement. A limited-scale assessment of undergraduate students showed a positive reception of the application. Future work includes advancing the gamification and AI components, automating question generation, and incorporating an early warning system to detect students at risk. The gamified system has been deployed across various educational institutions and courses, demonstrating a notable enhancement in student involvement and consistency. The combination of gamification and machine learning in education is highly effective in promoting student engagement and enhancing learning results.