My path to becoming a full-stack data scientist, helpful data science tools and resources, machine learning competitions, our obligation to use data science for good, and more — In October 2020, I was interviewed by DrivenData, an organization that hosts data science competitions for good, one of which I placed second in while teaching myself data science. My interview appeared condensed and edited on DrivenData’s blog and here are my full, unedited answers.