I am an enthusiastic 2nd year student studying B.Tech in Computer Science at PES University, Bangalore, India. My intrests include Machine Learning (Natural Language Processing or NLP to be precise) and Quantum Computing.
The project involves the classification of It support ticket emails using Neural Netwoks layer called Conditional Random Fields or CRF.The project was implemented using Keras with Tensor flow backend
Link to the project github reositoryThe project uses Natural Language Processing to perform sentiment analysis on various movie reviews and a movie score was given to each movie. Based on this score and the imdb reviews, movies were suggested to users. The recommender additionally given content based recommendation using cosine simmilarity.
Link to the project github reositoryThis is a group research project that we are doing under the Centre for Data Science and Applied Machine Learning, PES University. We have successfully developed a model using Machine Teaching and Deep learning techniques. A research paper on the topic is currently being written.