This is a load profile clustering service for predicting the load profile that a prosumer belongs to depending on each 24-hour load consumption-generation data. This service was developed within I-NERGY project. The model powering the service is a K-means based model with 14 clusters corresponding to the different load profiles recognized in the dataset. The dataset contains a collection of smart meters data, which were involved in an energy community in the region of Terni in Italy.