Featured Projects
Intelligent Data Deduplication
A project developed to run on MOC in OpenShift that simulates large scale deduplication of backup data, supervised by Dell EMC. Compared performance of several deduplication algorithms including a reinforcement learning (Q-learning) implementation.
Check it out
Identifying Similar Legislation
Exploration of NLP models applied to congressional legislation. The project required deciding how to break up and tokenize large documents of structured, but not consistently annotated text. I produced an RDF graph representation of each document along with vector representations of document paragraphs to perform similarity searches. I plan to revist this project in light of the recent developments with GPT LLMs.
Check it out
Covey.Town Chat Feature
Implemented a chat feature for an open source virtual meeting platform. Documented detailed user stories and implemented frontend and backend changes with full test coverage according to sequence and state diagrams.
Check it out
Siamese Capsule Network
I ran experiments to compare a Siamese Encoder/Decoder network implemented by Vikram and Alex to baseline implementations. We documented our work in this paper.
Check it out
Job Search App
An app for tracking job applications from inital search through application and interviews. Documented UML design for a database and implemented it with Java Persistence API, connected to a React frontend. Wrote a testing script for various user roles and actions.
Check it out