WisdomAnalyst/edusentinel

AI platform for education access intelligence in Nigeria — dropout risk prediction, LGA-level hotspot mapping, and a multilingual AI tutor on WhatsApp. # EduSentinel ### AI Platform for Education Access Intelligence & Learning Support **Built by wisdomanalyst(Demo) — Protecting Every Child's Right to Learn in Nigeria** --- > **20.2 million children** are out of school in Nigeria — the largest out-of-school population in the world. > Edusentinel experiments to change that, one data point at a time. --- ## What EduSentinel Does EduSentinel is a production-grade AI platform with three integrated components, each independently powerful, together forming a complete decision-intelligence and intervention system: | Component | What it does | Who uses it | |---|---|---| | **Risk Intelligence Dashboard** | Maps OOS hotspots across 774 LGAs, identifies dominant dropout drivers, predicts next-term escalation | NGO programme directors, UNICEF field officers, policymakers | | **Dropout Early Warning System** | Scores individual children for dropout risk with SHAP-powered explanations | School coordinators, community mobilisers, Kotlead field staff | | **Multilingual AI Learning Assistant** | NERDC-grounded educational chatbot in 5 languages, accessible via WhatsApp | Children, teachers, parents in underserved communities | --- ## Architecture ``` ┌─────────────────────────────────────────────────────────────────┐ │ EduSentinel Platform │ │ │ │ ┌──────────────────┐ ┌──────────────────────────────────┐ │ │ │ Streamlit │ │ FastAPI Backend │ │ │ │ Dashboard │◄───│ /dashboard /predictions │ │ │ │ :8501 │ │ /chatbot /health │ │ │ └──────────────────┘ └────────────┬─────────────────────┘ │ │ │ │ │ ┌─────────────────┐ ┌───────────────▼──┐ ┌───────────────┐ │ │ │ Data Pipeline │ │ ML Models │ │ RAG Engine │ │ │ │ ───────────── │ │ ──────── …