REST API to convert Kannada sentences to English using Seq2Seq Nueral Network model. Implemented attention mechanism. Deployed the transalation model on Google Cloud using cloud functions. The transaltion model is implemented using PyTorch.
Web application for product recommendations to customers based on their reviews at the online grocery store. The web application is a prototype to mimic a real time application where the recommendations are rendered with product images for a given input string as a review.
Implementation of Spark context, Spark SQL context on Amazon Tweets data set with 400k Tweets. Analyzed the tweets on the busiest day to find the words that were repeated the most in the selected tweets.
Finding the contextual similarity between documents using Jacard and Cosine similarity metric. Implemented basics of text similarity on multiple files and presented the analysis.
The Machine learning based research study aims at examining and monitoring the various depression markers by analyzing the tweets of self-declared depression patients on Twitter. Temporal analysis of pre and post diagnosis of depressed individuals.