<p>Data Science is frequently an iterative process, with scientists frequently revisiting and past efforts and adapting them for new research goals. A key challenge in this process is ensuring that efforts are re-used safely. Just like compilers for strongly typed languages help users understand the potential implications of changes in their code, the ODIn lab is looking to develop similar techniques to assist data scientists in developing safe, re-usable, and reproducible data science pipelines.</p>