SkillEra
Recommendation-driven backend for structured academic guidance and learner progression.
Node.jsExpressMongoDBMongooseJWT
EdTechRecommendation APIsSecurityScalable Data Models
Overview
SkillEra provides guidance workflows for students through recommendation logic, progress-aware endpoints, and secure session handling. The backend was built for maintainability and iterative recommendation improvements.
Problem
Students often receive generic guidance, making it hard to follow tailored learning paths across skills and milestones.
Solution
I implemented recommendation-oriented services with JWT-based access control and clean MongoDB schemas to support personalized responses and scalable learner records.
Impact
- Improved personalization readiness through recommendation-focused endpoint design.
- Strengthened security baseline with structured auth and authorization middleware.
- Kept data modeling maintainable for fast iteration on learner workflows.
Features
- Recommendation-oriented service and endpoint layer
- JWT auth flow with authorization middleware
- Progress-aware learner dashboard APIs
- Modular Mongoose model structure for maintainable growth