Machine Learning Engineer
CurrentRedesigned infrastructure and development processes to meet with modern best practices. Implemented source control with GitHub and AWS CodeDeploy. Developed code review and promotion process, refactored existing code to SOLID standards, introduced unit testing, and introduced DevPi for package management.Developed ETL process for gathering model training, testing, and validation data. Began development of a payment propensity model using an ensemble of logistic regression, SVM, and gradient boosted forest models.