Facilitated large-scale biomedical NLP research by developing a Python-based data pipeline processing 1M+ text samples. Automated conversion of extracted data into a JSON structure to support visualization of results. Evaluated multiple classification models to assess performance-interpretability trade-offs for event extraction on biomedical text.

Software Developer Co-op at Zymewire

August 1, 2023 - August 1, 2023

Drove a 13% increase in MRR for a Ruby on Rails SaaS product; contributed to code reviews, design discussions, and search features that improved data discoverability for thousands of users. Maintained ~90% code coverage through unit, integration, and feature tests using RSpec and Selenium. Replaced third-party software costs with an internal monitoring solution for data sourcing cron jobs. Proactively tackled high-severity bugs during a security sprint, boosting reliability and freeing senior leaders for higher-priority work.

Software Developer Co-op at Outfrnt

March 1, 2022 - March 1, 2022

Owned end-to-end development of a business consulting platform using Django, MySQL, and Google Cloud; shipped a functional and compliant product in 6 months. Reduced onboarding from 1 week to 5 hours by building a survey-generation tool and an integrated calendar system. Engaged with key stakeholders to translate business requirements into functional features, increasing site traffic by 25%.