Logos University - Automated Class Placement System Automated student classification system using Gemini AI. Setup Install dependencies: pip install -r requirements.txt Configure .env with API keys Deploy to Railway.app Webhook Endpoint POST /webhook/machform System Flow MachForm → Webhook → Gemini AI → DOCX Report → Email