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AI/ML Solutions

FraudDetectionSystem

Real-time transaction monitoring and fraud detection platform using ensemble ML models.

PythonKafkaTensorFlowRedisAWS
!!!SCORINGENGINE97% Detection<50ms
97%
detection
-65%
false positives
<50ms
latency

The Challenge

Regional bank experiencing rising fraud losses with existing rule-based system missing sophisticated patterns and generating excessive false positives.

Our Solution

Deployed an ensemble ML pipeline combining anomaly detection, behavioral analysis, and network graph models for real-time transaction scoring with sub-50ms latency.

Results

  • 97% fraud detection rate
  • 65% reduction in false positives
  • Sub-50ms scoring latency
  • $4M+ in prevented fraud losses annually
Let's Work Together

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something extraordinary?

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