End-to-end analytics platform combining Prophet forecasting, LSTM deep learning, and XGBoost churn prediction — deployed with Docker, Kubernetes, and CI/CD.
Monitor daily revenue fluctuations and track the performance of your primary conversion funnels.
Hybrid Prophet + LSTM ensemble model
Full experiment tracking with automated retraining and drift detection
Deployed with Docker containers, Kubernetes orchestration, GitHub Actions CI/CD, and Prometheus + Grafana monitoring. Access the full live dashboard.
Launch DashboardProduction-grade tools powering the analytics pipeline
Validated accuracy across all analytics modules
| Model | MAPE | Status |
|---|---|---|
| Prophet | 28.3% | |
| LSTM | 26.1% | |
| Hybrid Ensemble | 24.1% |
| Metric | Value | Status |
|---|---|---|
| Accuracy | 91.2% | |
| Precision | 89.4% | |
| Recall | 87.8% | |
| ROC AUC | 0.94 |