Aspiring software developer seeking opportunities to pursue passion for learning and contribute to innovative technology solutions
Location
Irvine, CA
Yorba Linda, CA
Education
U
University of California-Irvine
September 2017 - June 2021
degree
Bachelor's
major
Computer Science
Work Experience
B
Behaivior
Software Developer and Data Science Intern
January 2021 - May 2021
company
Behaivior
title
Software Developer and Data Science Intern
overview
• Streamlined daily survey process by designing and implementing custom survey component using Figma, TypeScript, React.js, Redux, Firebase yielding 3x better response rate and improving data collection efficiency by 50%
• Composed event-driven Firebase Cloud Function to automatically send email alerts to care provider when person-in-recovery indicates need for assistance, saving company 10 man-hours per week
• Visualized real-time user health information collected from wearables using Victory charts library in React.js and Firebase to monitor potential onset of craving in 1 and 6 hour intervals
• Cleaned dataset of 1.2 million time-series data points to standardize format and aggregate 8 features by time intervals
• Trained gradient boosted decision trees (XGBoost) classification model in Python to predict whether person-in-recovery will be craving in the next 6 hours with >90% accuracy