• This project is about translating English sentences to Hindi sentences using Transformers from scratch. • It is implemented using Tensorflow and IIT Bombay Translation Dataset was used to train the model. • The BLEU score obtained by the model is 25%. • Technology & Libraries : Python, Deep Learning, NLP, Transformers, Tensorflow, NLTK