Phuoc Nguyen

Student GPA's Prediction

• Scalped and analyzed a custom-generated CSV file of student data to identify patterns and trends using Jupyter Notebook
• Utilized data analytics techniques, including data exploration, data transformation, identify missing data and outliners, and model diagnosis to build a prediction model for students GPA
• Designed and created engaging visulizations, such as scatter plots, bar graphs, histograms, and box plots to help with data analytics
• Trained model with over 70% accuracy

Debate App

• Collaborated with a team of 4 to make an Debate iOS application in Swift
• Integrated 3 main functions: authenticate user account into the debate system via Firebase authentication, implement Firestore Database to create matchmaking system and host conversations between users, and utilize mobile functionality with Firestore Database to create a voting system
• Enhanced user experience by integrating the preference quiz into the matchmaking system and query system

OpenTok

• Rebuild a pared-down version of TikTok in Swift, allowing users to upload URLs of online videos to a database, play those videos, and "like" their favorites
• Utilized CocoaPods to manage dependencies between libraries
• Integrated Firebase Realtime Database infrastructure to store the URLs, likes system, and relevant information associated with users. The application enables data synchronization between users while maintaining consistency within systems
• Expanded application's capabilities by integrating personalized feed with JSON serialized data and notifications