It’s the sort of thing an engineering team builds when they have way too much time and no idea what to build. There is zero reason to use something like this over, say Jupyter notebooks and the advantages of notebook are obvious: actual researchers are already familiar with it, you can integrate everything into your data science workflow, visualise results etc