Vineel Kumar Polavarapu

Intern @Coincent.Ai

Bengaluru, IN

Accessing big data of text from the IMDB dataset using techniques such as tokenization, padding, and removal of stopwords. Implemented sequential deep learning models based on TensorFlow and Keras with Embedding, LSTM, and Dense layers for sentiment analysis. Used metrics such as accuracy, loss, precision, recall, and confusion matrix to evaluate models and hyperparameters to be optimized to obtain better results. Used dropout regularization and early stopping to enhance model generalization.

DNR College PG Courses

Master of Computer Applications - MCA