Homepage of Armando Vieira

Data Scientist, Entrepreneur and Speaker


Credit Scoring CCUK

by :
comment : Off

Call Credit UK initiated a project to create algorithms to determine a credit card applicant’s probability of defaulting. Engaged as PM to lead this project. Analysed existing scoring systems; defined project approach; led 4-strong development team; determined relevant algorithms and data processing methods; wrote SQL queries and liaised with customer to ensure correct model calibration. Succeeded in delivering algorithms based on Random Forest, resulting in an increased accuracy of 30%, facilitating 20% reduction in losses.