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Work Experience
Software Engineer
OculoMotor Technologies•  May 2020 - Present
Working on web infrastructure of OMT. My work encapsulates two microservices_ Sccadegories, Statistician_ of OMT business model. • Involved in writing a stateless microservice, Statistician, in Typescript implementing CLEAN architecture that is responsible to power data visualizations for the frontend application. It is being written with caching and horizontal scaling in mind. • Designing the domain layer of the microservice using the Domain Driven Design patterns and strategies • Designed and implemented the Restful API’s for Statistician including CRUD operations in Typescript implementing side-loading, key-set based pagination, sorting and filtering • Improved performance of Sccadegories by 30% by vectorizing and transforming core algorithm to NumPy data structures. • Built an ML pipeline using Sklearn that was trained on a labelled dataset of 10000 eye movements and achieved an accuracy of 88%. It is 8% improvement from previous model. Used stacking with Extremely Randomized Trees. • Designed and implemented relational database tables, views and procedures for Sccadegories and Statistician that stores numerous metrics generated by the analysis on per movement and per session. • Future work includes implementing SPA, using ReactJS application with views for the patients and optometrists.
Education
New Jersey Institute of Technology
Computer Science, BS•  September 2017 - Present
Cumulative GPA: 3.87, Albert Dorman Honors College Scholar, Dean’s List