Predictive ML model
Insurance Purchase Prediction
A machine-learning project built around predicting purchase behavior and surfacing useful customer signals.
Project context
The problem
Insurance teams need to understand which customers are more likely to purchase.
The solution
A predictive ML model for customer intent and purchase likelihood analysis.
Outcome
Helps prioritize customer segments and support more focused outreach.
System components
- Python
- scikit-learn
- ML
- Classification workflow
- Customer intent modeling
- Business analytics
Next project
Petrol Consumption Prediction
A forecasting project for modeling fuel consumption and translating raw variables into planning insight.