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FinancePython, TensorFlow, React, FastAPI, GCP

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The Problem

Financial services company needed to detect fraudulent transactions in real-time and predict customer churn using historical data patterns.

Our Solution

Built an AI platform using TensorFlow for ML models, FastAPI for real-time inference, and React for visualization. Implemented real-time fraud detection with 99.5% accuracy.

Results

90% reduction in false positives, 85% improvement in fraud detection rate, $2M+ in prevented fraud losses, and 30% reduction in customer churn.

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