One important objective of the EXPECT project is to build data science capacity of the wider climate research community. To this end, we are developing an Open Science Platform, which has the goal to enable the wider community to reproduce, and build on, our data science developments. This platform is currently under development. It will provide code repositories to process the necessary data, to train the Machine Learning models, and also provide trained models, benchmarks and evaluation protocols.