Universal Data Tool is an open-source library that enables users to curate and name datasets of audio, documents, images, text, and video in the open data format. The interface is simple and can be used by anyone on the working team without in-depth knowledge of technology and data analytics. Thus, the platform is an example of simplicity without sacrificing important features of development. All datasets are assigned a collaborative link to be shared with team members, enabling flexible remote working. This further facilitates great team collaboration and in turn, ensures that all targets are completed within their deadlines to avoid further hassles. Datasets in S3 buckets can be imported easily using IAM and Cognito authentication supported by Universal Data Tool. The slack, contribution guide, and community video series ensure that the best ideas from all machine learning communities are brought together on a single platform for enhanced results.