Adaptive Learning Ecosystem
Personalized learning journeys powered by AI tutors.
A multi-tenant education platform that adapts to individual learning styles, curates content dynamically, and keeps administrators informed with real-time insights.
100K+
Active students
12 countries
+45%
Mastery improvement
Within 8 weeks
85%
Engagement rate
Gamified nudges
Strategic Objectives
- Diagnose knowledge gaps within the first 30 minutes of instruction.
- Continuously adapt assessments and content sequencing per learner.
- Provide educators with actionable cohort analytics to inform interventions.
Learning Intelligence Layer
Our recommendation engine balances mastery, motivation, and curriculum standards.
- Django services orchestrate OpenAI-powered tutoring prompts.
- Redis-backed mastery graph tracks every standard per learner.
- Educators configure pacing guards to keep lessons compliant.
Engagement & Analytics
Stakeholders can inspect effectiveness across modules, demographics, and campuses.
- Progress heatmaps surface struggling students automatically.
- Pulse surveys measure sentiment and adjust microlearning nudges.
- District-level dashboards export evidence for accreditation.
Key Highlights
AI tutoring system for 24/7 conversational support.
Personalized learning paths with adaptive pacing.
Real-time engagement analytics with alerting.
Technology Stack
React
Django
MongoDB
Redis
OpenAI API
Kafka