Coiled connects data scientists and researchers to distributed infrastructure using the Python data science stack (Numpy, Pandas, Scikit-Learn, etc) and Dask, a popular open source library for parallel analytics. We come from the open source Python community, and are long-time maintainers of this stack in general and Dask in particular. We’re building a product that enables organizations and enterprises to collaborate better using Dask by solving the setup, scaling and security challenges of the standard open source Python stack.
Through Dask, we enable analysts and scientists to understand the effects of climate change, fight cancer, and play the stock market. We have a wide range of customers solving these problems who need to deploy Dask throughout their organization to enable data science teams. This is a challenging task, and doing it well requires attention to user experience, and building distributed infrastructure which is robust, secure, and observable.