Financial Services · 2025

AI Credit Scoring Engine

Illustrative project · Client details and outcomes await verification. Explainable credit models cut loan decision time from ten days to minutes while reducing defaults by more than a quarter.

AI & Machine LearningCustom SoftwareCybersecurity
HLM Digital Solutions / conceptual study
The challenge

Where it started

Manual loan appraisal capped growth at a few hundred applications a month, decisions varied by officer, and non-performing loans were climbing.

The solution

What we built

We built scorecards on repayment and mobile-money data with full explainability for the regulator, wrapped in a digital origination workflow with fraud checks and audit trails.

Illustrative outcomes

10d → 4mindecision time
-28%non-performing loans
5×application capacity

Technology stack

Pythonscikit-learnFastAPIReactPostgreSQL

Client

Mosi Microfinance* — Financial Services

Illustrative client identity. This is not a verified customer reference.

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