Project Detail
Customer Upgrade Prediction
ML-based decision system connecting user behavior signals to upgrade outcomes.
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Tech Stack
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Key Features
Build Stack
Neural Network ClassifierPandasScikit-LearnFeature EngineeringStreamlitCRM Action Routing
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Key Features
- Built a neural network–based model to predict user upgrade intent (upgrade, delay,churn) using behavioral and engagement data.
- Designed CRM automation workflows and developed an interactive dashboard to visualize predictions and data-driven actions