Two years of research experience and nearly 2 years of industry experience in building the complete ML pipelines for various real world applications. Some of the projects I have worked on include sentiment analysis for songs, MED spelling corrector, A* algorithm, spam and ham detection, recommendation system, chatbot, sentiment analysis for chats, geography based predictions, churn prediction, etc.