Ml

Web-app for course recommendation using recommendation engine and text analysis. Won OVERALL BEST PROJECT in Google DevFest 2016. See project page for details.

Designed a novel algorithm to extend application of cellular automaton based image processing methods to grayscale images. Paper published at 28th Irish Signal and Systems Conference 2017

Implemented various classfiers for human emotion detection in the Emotion Recognition in the Wild Challenge 2016 dataset to compare against results from CNN based approaches. Details on project page.

We aimed to develop a measure for synchrony measurement between speakers in one on one conversations. It was ndergraduate Research project for junior year under Prof. Tanaya Guha IIT Kanpur

Implemented a recommendation engine pipeline for e-commerce products. For pre-processing, designed a PGM based procedure for feature selection based on IAMB algorithm and for recommendations, trained a Collaborative filtering based Restricted Boltzmann Machine on Amazon datasets. The corresponding code is confidential being a product of my work as Research intern at Busigence in winters 2016.