FinTech
AI-Powered Risk Assessment
40%Faster loan decisions
The Opportunity
A Series B lending platform was processing 50K+ loan applications monthly. Manual review was creating 5-day delays and 30% inconsistency in decisions. The compliance team struggled to explain why certain applications were approved or rejected.
Our Solution
We built an ML pipeline using gradient boosted models for real-time credit risk scoring. The system includes a REST API for instant decisions, an explainability dashboard for the compliance team, and automated model monitoring to detect drift.
The Results
40%
Faster decisions
95%
Model accuracy
$2M
Annual savings
SOC2
Compliant
Tools & Technologies
PythonXGBoostFastAPIKubernetesAWS
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