2021 IEEE International Conference on Consumer Electronics (ICCE). At the conference, we demonstrated a multilingual tool that categorizes tweet content using a deep learning classifier with multilingual word embeddings. The model, initially trained in one language, efficiently adapts to multiple languages via zero-shot inference.