samoyuga/ai-career-guide-kenya

# AI Career Guidance Tool for Kenya A Streamlit web application that provides personalized career recommendations for Kenyan students based on KCSE results using KUCCPS cluster points system. ## Features - 🎯 KUCCPS-compliant career recommendations - 💰 M-Pesa payment integration (Ksh 20) - 📊 Cluster points calculation - 🛠️ Skill gap analysis - 🎓 Learning pathways - 📈 Job market insights ## Payment - Cost: Ksh 20 per session - Payment Method: M-Pesa - Support: 0723349693 ## Deployment 1. Clone repository 2. Install requirements: `pip install -r requirements.txt` 3. Run: `streamlit run app.py` 4. Deploy to Streamlit Cloud ## Admin Access Visit `/admin` page for payment analytics and user statistics. The payment system is configured to work with your number 0723349693. When users enter this number, the payment will automatically succeed for demo purposes. For other numbers, it simulates successful payments.