PROJECTS

For my Industrial Training, under the guidance of Preeti Nagrath, I worked on several datasets on online hate detection through several classification techniques such as BERT and CNN+GRU along with Transfer Learning techniques such as Seq2Seq with attention ensembles and Temporal Convolutional Networks.

For my mini project, I along with my team under the guidance of Dr. Rachna Jain, worked upon providing interpretations for the deployed AI Systems. This project was developed to provide visual interpretations for Sentiment analysis model through VADER.

Under the guidance of Preeti Nagrath, me and my friend worked upon Translate2Classify, which was an empirical study research paper during the ICDAM Conference, under Intelligent systems. The study let to survey through Walmart, Amazon and Flipkart, and apply neural machine translations methods for product classification from their description.

Made during the IIT-Bombay's EdTech Hackathon-2021, which helped us win the first prize after 72 sleepless hours! Sahayk was a web-based learning platform built for people suffering from motor diseases as it used gaze detection for navigation. Our team customed the algorithm to suit best as well as designed and made the platform.