FastAPI backend service for lead qualification using rule-based scoring + AI reasoning. Accepts product offers and CSV leads, scores buying intent (High/Medium/Low) with dual-layer logic, exports results as JSON/CSV. Features Gemini AI integration, CORS support, Docker deployment, and robust error handling.

AI-powered mock interview platform with automated scoring, role-based questions, modern React UI, FastAPI backend, and a fully implemented freemium SaaS architecture.

Automated B2B lead capture and qualification system with AI scoring, Tally integration, and Airtable CRM