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Artificial Intelligence2025
Predictive Analytics Engine
Confidential — Financial Services
Project preview
Overview
A machine learning pipeline for credit risk assessment and customer churn prediction.
The Challenge
Manual risk assessment was slow, inconsistent, and unable to adapt to changing market conditions in real time.
Our Solution
Developed an ML-powered analytics engine with automated model retraining, explainable predictions, and dashboard visualizations.
Results
- Risk assessment accuracy improved by 28%
- Decision time reduced from days to minutes
- Churn prediction precision of 87%
Project Details
- Client
- Confidential — Financial Services
- Industry
- Artificial Intelligence
- Year
- 2025
- Technologies
- PythonTensorFlowFastAPIPostgreSQL
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