Synesthesiac is an app that analyzes the emotional and thematic content of music playlists with ML to create aesthetic art covers. Features FastAPI backend that fetches song lyrics and acoustic data with Spotify & Genius API, and classifies emotion with custom song emotion prediction neural network. It also detects prominent lyric motifs with NLTK tokenizing and generates image with OpenAI's Dall-E API.

Developed and trained neural network with 2000+ songs to classify emotion, with 73% test accuracy. It is built as a hybrid, feedforward model that analyses both lyrics and numerical audio data (tempo, loundess, etc). Collected data with Python script using Genius API for lyrics and Spotify API for audio data.

DineFine is a full stack web app that helps users search for awarded restaurants by location, price range, and cuisine type. Utilizes a custom backend API as well as the JS Maps API and Place Photos API from Google Maps Platform.

Wordle Plus is a recreation of the New York Time's daily word-guessing web game, Wordle. It is a mobile app for iOS and Android. A web demo is attached.

This is a two player desktop chess game complete with a scoreboard and two selectable themes. Developed with Jacqueline Ho.

A dungeon crawler styled game where the player moves from room to room fighting a variety of enemies. Complete with original assets and multithreading. Developed with Dorian Chen.