Contributions to Rent-A-Center / Acima
- ● Designed and implemented a data observability reporting system with Python and AWS Redshift, enabling daily monitoring of data drift for risk models and providing proactive identification of spending inefficiencies
- ● Successfully deployed machine learning risk models to production, streamlining the decision-making process for risk evaluation
- ● Provided consultation to the Chief Risk Officer on the development and implementation of an automated machine learning risk identification system, resulting in a streamlined risk assessment workflow, saving hours of manual work per week for the risk management team
- ● Developed and maintained an ETL pipeline that assists in a profitable lease underwriting strategy