Creations

My team and I built a summarization system which extracts sentences from multiple documents that best represent the topic as its summary. This was a part of my LING 573 course on NLP Systems.

As a part of my LING 575 course on Neural Language Models, my team and I built a Named Entity Recognizer using BERT and ELMo

My final year undergraduate project which aims at automating question generation for images and verifying the result using Visual Question Answering techniques. Thus, jointly learning through these two tasks can bring improvements to Visual Question Generation (VQG) and also solves a significant issue of dataset annotation. The thesis proposes to integrate a VQG module with a VQA architecture to give an end-to-end architecture that performs self-evaluation of questions by creating QA pairs.

The application strives to teach basic grammar, specifically comma punctuation to small children. I developed an e-tutor that teaches punctuation rules of the English language. The system generates incorrect sentences and guides the user to the correct answer through hints.

In a hackathon prganized by the National Stock Exchange, India, my team and I developed a portfolio management system in the field of fintech.

Built a Gamma-Poisson graphical model to present a supervised solution for fuzzy matching of record pairs aka record linkage.

Built a system to help farmers make decisions regarding cultivation of crops using rainfall, soil quality and water quality metrics.

Organized by Dhirubhai Ambani Institute of Information and Communication Technology, my team and I were presented with a topic that tackled the social issue of crop needs.

A web-app that recommends movies using collaborative filtering. The MovieLens dataset was used and employed user interactions like ratings to provide recommendations.

My team and I built a Personal Identification using Keystroke Dynamics using C-RNN-GANs which was awarded the 4th position at National-level Hackathon under Indian Space Research Organization (ISRO).

Built as a technical head of the college's literary society.