Quant and Technologist at heart. Graduate Student at Georgia Tech, pursuing Masters of Science in Analytics majoring in Computational Data Analytics track. Ex Quantitative Strategist at Goldman Sachs. My areas of strength include data science, machine learning and statistical modeling, building scalable & distributed systems.
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Projects
Fake Yelp Reviews and Question Answering
Built an ensemble model to detect fake reviews on Yelp with 88 accuracy and developed a question answering framework for user queries using SQuaD.
Duplicate Quora Questions (NLP)
Built a Natural Language Processing model to identify duplicate questions using an ensemble model of BERT, Attention based LSTMs, Siamese LSTMs. Achieved accuracy of 90% in detecting similar questions and marking them as duplicate.
Ramayana Generator
Built a natural language model to auto generate devanagari texts like Ramayan, Mahabharata and work from other Hindi poets like Kabira, Rahima, etc based on the existing literature
SNOTRA
Built a hybrid book recommendation engine using content based filtering and collaborative filtering.