During my PhD, I was fascinated by Combinatorics and Algorithms. I studied various problems related to Intersecting families. I proposed problems like Bisecting families, Induced Bisecting families and System of Unbiased Representatives which got published in reputed TCS journals like Discrete Mathematics and Discrete Applied Mathematics. As the last problem in my thesis, I initiated study on Fractional Intersecting families, which has led a series of researchers working on related problems, with each result published in Journals like EJC,JOC etc.

With my PhD student Tusar, we worked in the direction of low resource NLP, especially Sequence labelling. We studied problems like POS tagging, NER, Chunking, compared classical models with recent models and obtained state of the art results using Pre-Trained Transformers.

With my PhD student Abir, we studied inticracies of hand gesture recognition and classification. We proposed various models using Alexnet, Googlenet, VGGnet, Inception, YOLO architetures and integrated the models to perform real time tasks like controlling a media player or playing a video game.

With my PhD student Sudhansu, we started work on low resource machine translation for Indian languages. We compared statistical models with recent neural models and designed systems that can translate either in INDIC-ENGLISH and vice versa or INDIC-INDIC directions. We obtained state of the art results in terms of BLEU scores.