AmonMK/eduguide-ai

AI-Powered student early warning system for Kenya's CBC curriculum # EduGuide AI 🎓 ### Kenya's CBC-Native Student Intelligence Platform EduGuide AI is an AI-powered early warning and intervention system built specifically for Kenya's Competency Based Curriculum (CBC) environment. ## Problem Students are failing and dropping out at alarming rates. Teachers have no early warning tools. Parents don't understand CBC. Nobody sees the warning signs until it's too late. ## Solution EduGuide AI predicts at-risk students early, recommends targeted interventions to teachers, and gives parents clarity on their child's progress and future pathways. ## Features - 🔍 AI-powered student risk prediction (92.4% accuracy) - 📋 Personalised teacher intervention recommendations - 👨‍👩‍👧 Parent dashboard with CBC plain-language explainer - 💼 Kenyan career pathway and job market explorer ## Tech Stack - Python, Pandas, Scikit-learn, XGBoost - Streamlit (dashboard) - Plotly (visualisations) ## How to Run ``` pip install -r requirements.txt streamlit run app.py ``` ## Dataset UCI Student Performance Dataset adapted for Kenyan CBC context. ## Team Amon Mukuria Montel Mwendwa