MALIKA: AI Adaptive Learning Platform

Built a full-stack educational platform integrating Generative AI to deliver personalized learning experiences, adaptive quizzes, and AI-assisted tutoring within a culturally contextualized mathematics curriculum.

Traditional digital learning platforms provide identical learning experiences for every student, making it difficult to accommodate different learning styles and provide immediate personalized assistance.

Developed a Laravel-based web application that integrates Gemini AI to generate personalized tutoring sessions, adaptive quizzes, and automated evaluations while incorporating Malang cultural elements into mathematics learning.

• Integrated Generative AI as an educational assistant instead of replacing the teacher's role.
• Designed modular AI services to separate business logic from AI interactions.
• Implemented AI-generated quizzes with automatic evaluation to provide immediate learning feedback.
• Built the application as a full-stack system to ensure seamless interaction between educational content, AI services, and user management.

• Designing AI interactions that remain educational rather than simply providing answers.
• Balancing personalization with curriculum consistency.
• Integrating AI features into a traditional web application architecture.

• AI creates the greatest educational value when supporting, rather than replacing, the learning process.
• Good educational systems require thoughtful UX design as much as strong AI capabilities.
• Personalization significantly improves student engagement when implemented carefully.

• Learning analytics dashboard.
• Multi-subject support.
• Student progress prediction.
• Teacher AI analytics.
• Voice-based AI tutoring.