book a call
{hello}
shots
{13}
work
{3}
resume
{2025}
fellows coins
a gamified approach to simplify the credit scoring system in a ROSCA app, this approach led to a decrease in exposure by 56M EGP, a 12% reduction in default rates, and a 10% improvement in user retention rates.
year
23-2024
role
senior product designer, visual designer
Overview
a decrease in exposure by 56M EGP, a 12% reduction in default rates, and a 10% improvement in user retention rates were achieved by transitioning to behavior-based assessments with ML model and introducing a gamified Credit Smart Points system.
these innovations addressed the challenge of unclear credit assessments and costly, unscalable manual processes, enhancing user understanding and engagement while streamlining operations.

