SmartEdu - AI Adaptive Learning Platform is positioned as a portfolio-grade case study focused on production-oriented engineering practices in ai / ml platforms.
Static learning tracks fail to adapt to student pace and performance variability.
The architecture is designed for clear separation of concerns, secure boundaries, and growth under higher traffic/usage scenarios.
Python, Scikit-learn, Node.js, React
- Role-aware workflow design
- Secure access boundaries and data handling
- Modular components for scale and maintainability
- Observability-minded service interactions
See diagrams/ai-platform-architecture.mmd.
Implemented clustering-based personalization and feedback loops to dynamically adjust content difficulty.
Balanced model-driven recommendations with explainability and low-latency full-stack delivery in a hackathon timeline.
- Clone the repository.
- Review docs in docs/ and architecture notes in �rchitecture/.
- Implement or plug in project-specific services under src/.
See future-work.md.