Credit Assessment Solution
Overview
Designed and launched a scalable credit assessment platform that automated manual processes and reduced operational overhead. The solution uses ML models and workflow automation to assess creditworthiness across multiple business contexts.
The Challenge
Manual credit assessment was expensive, slow, and inconsistent. The system needed to work across different business models (consumer lending, SME financing, merchant cash advance) while maintaining accuracy and compliance.
The Solution
Built a flexible ML-based assessment engine with configurable rules, automated document processing, and intelligent fraud detection. Created a unified platform that could be customized for different business needs while sharing core infrastructure.
Impact & Results
Reduced operational expense by 50%, cut turn-around time in half, scaled across 3 different business use cases. Maintained high accuracy while significantly reducing human intervention.