MLReef is an end-to-end platform designed for machine learning development and collaboration. It provides tools and infrastructure for every step of the machine learning workflow, from data preprocessing and feature engineering to model training and deployment. MLReef enables data scientists, engineers, and other stakeholders to collaborate efficiently through its integrated version control system akin to Git, allowing for seamless sharing and management of code, data, and models. The platform also offers pre-built machine learning modules and pipelines to accelerate project development. Users can leverage its collaborative environment to enhance productivity and streamline machine learning projects. The official website for MLReef is [mlreef.com](https://www.mlreef.com/).