I teach machines how to learn human language.
I am a Data Scientist at Fractal Analytics where I work on the Natural Language Processing backend of their Artificial Business Analyst, Cuddle.ai. IIT Kharagpur alumnus and former Student Software Developer under Google Summer of Code. I am an avid coder, amateur writer and poet, full-time foodie. Welcome to my Website!
Working on the Natural Language Processing backend of an Artifical Business Analyst named Cuddle.ai
Developed a natural language processing toolkit in Python for dealing with Indian languages under the mentorship of Portland State University. Over the course of summer I worked with Hindi, keeping Bengali as a future deliverable.
Worked on developing basic NLP functionalities like a tokenizer, a gender tagger, a lemmatizer and a POS tagger. Used the Hindi Dependency Treebank for the tagset, and the Wikimedia dumps for creating a sizeable vocabulary.
Packages Used: Gensim for word vector training, sklearn for a Multi Perceptron Classifier for tagging gender, and Keras with a Tensorflow backend for a POS tagger based on LSTM Neural Network.
Worked as a Natural Language Processing intern with Cuddle.ai. Cuddle.ai puts an AI-powered personal analyst in the hand of the user, delivering mission-critical business insight in a timely manner.
Developed a BiLSTM based Artificial Named Entity Classifier (ANEC) aimed at restricted business domain systems. The ANEC outperformed a previously established Stanford Constituency Parser based NER in terms of both accuracy as well as search time.
Cuddle.AI is a company incubated by Fractal Analytics.
Project is based on building a speech based AI-Assistant aimed at the Hospitality industry. The AI Assistant is to be programmed to extract structured information from service requests, feedback and orders from intelligent dialogue with the end user.
Voice captured from devices like Amazon’s Alexa, Google Home is first processed and sent into an NLP interface. The interface extracts entities from the text, and captures other intricacies like intent and sentiment. Once it understands the user’s query, request or order, it generates an intelligent reply for the end user using Natural Language Generation to either confirm its understanding of the user’s command or to interpret any missing entities which are vital for the complete understanding of the user’s command.
Internship based on using High Performance Computing Machines to perform classification on captured heart data in an attempt to detect abnormal heart sound, heart valvular disease, and even predict possible signs of congestive heart failures. Awaire is a startup based in San Jose, CA. For more details refer to Awaire Inc
Entrusted with the responsibility of handling the web interfaces under the TSG. Currently engaged in creating a better website for the Gymkhana.
Responsible for coordinating and managing all the facets, namely accommodation, reception and events part and ensuring a smooth workflow for the regionals of ACM ICPC, the largest competitive programming contest in the world.
Managing and conducting the First Round Online Programming Contest in association with CodeChef.
Apart from coding I love writing. I am an active writer on Quora, a knowledge sharing platform with more than 2 million views and 60 thousand upvotes on my content. I also have a passion for poetry and weightlifting.
I have been a supporter of Manchester United since I was 6. A big fan of Professional Wrestling and the story-telling ability of wrestlers while they are inside the squared-circle.
I am also a quite a decent basketball player, having formerly represented my school in various competitons. I have also been a part of the National Sports Organisation training programme for Basketball till my second year in college.