Designed a tool to make delivering recycling bins for Montgomery County residents more efficient. Reduced manual work between office staff and drivers and increased workflow efficiency by 40%.

Conducted qualitative research among graduate students to identify financial literacy gaps among partners and designed an app to track expenses and enhance collaboration between partners.

Conducted user studies using the Meta Quest HMD, collecting qualitative and quantitative data from 15 participants through interviews, surveys, and observations to inform design enhancements.

Analyzed a Kaggle dataset with 953 records and 24 variables of popular Spotify songs, examining music trends and the potential for advanced AI predictive models in the industry.

Conducted an assessment of the Hiking Project website, identifying accessibility issues using manual techniques (VoiceOver) and automated tools (WAVE) to ensure compliance with WCAG 2.1 guidelines.