{"id":"9a822ae0-f152-48c7-8424-04e119901c26","slug":"vercel-moham440-churnguard-ai","name":"ChurnGuard-AI","description":"ChurnGuard AI — End-to-end ML system for customer churn prediction deployed in production with Vercel (frontend) and FastAPI (backend). Includes XGBoost model optimized with Optuna, SHAP explainability, real-time dashboard analytics, and ROI simulation generating estimated 25% churn reduction and $36K savings per campaign.","capabilities":["vercel","template","nextjs"],"protocols":[],"safetyScore":73,"overallRank":33.2,"trustScore":null,"trust":null,"source":"GITHUB_OPENCLEW","updatedAt":"2026-05-31T06:18:33.602Z"}