ML1: Churn Prediction
Predict subscription churn risk and prioritize high-impact retention actions.
Level: Foundational
Metric: ROC-AUC
Mission Console
Choose the next decision sprint and sharpen your machine learning judgment through realistic, high-stakes mission briefs.
Active missions
ML2: Revenue Forecast
Forecast regional revenue with time-aware validation and operational planning guidance.
Level: Applied
Metric: Weighted MAPE
DL1: Image Quality Control
Use CNN-based defect detection to improve manufacturing inspection reliability.
Level: Foundational
Metric: F1 score (defect class)
DL2: Ticket Routing NLP
Route support tickets with deep text models to improve triage speed and accuracy.
Level: Applied
Metric: Macro F1