This document is a summary profile for Lesego Ntshabeleng, including their qualifications, career history working as a software developer, senior developer/manager, credit data scientist, and current role as a manager of credit and risk MIS. It outlines their achievements including implementing Experian credit best practices, outsourcing contact centre support, and failures to deliver some KPI data models and contact centre dashboards. It also lists their career aspirations, strengths, and Pigex performance ratings over the past three years.