- PARQR is an ongoing Master’s research project in collaboration with Dr. Thad Starner and funded by Zvi Galil, the Dean of Georgia Tech College of Computing.
- Leading a team of graduate researchers and software engineers with the objective of using AI and Natural Language Processing to help students find answers to their questions on Piazza faster and leverage student usage data to provide actionable insight to MOOC Professors.
- Designed a dockerized, horizontally-scalable Redis queue and worker architecture to parse latest post information and train new recommendation models. Recommendations are served from a RESTful Flask API built on a MongoDB store. Working on developing an A/B testing framework.
- Experimenting with improvements to traditional TF-IDF document similarity with incorporation of PageRank or replacing BOW vectors with distributed BOW vectors (dov2vec).
- Available for download on Chrome Web Store.