Discovery Projects
Welcome to a showcase of all my projects that are both innovative and interesting, and in which I have been involved. Here, you will find projects that often blend technology and creativity, and serve as a testament to the endless possibilities that can be achieved through dedication and a curious mindset. These projects range from coding experiments and data visualizations to creative content and community initiatives. They reflect my passion for learning, creating, and contributing positively to the world around me. Feel free to explore and reach out if you'd like to collaborate or learn more!
Year
Field of Study
Transferable Skills
NLP Project
Will update in late March 2025.
Deep Learning Project
Will update in late March 2025.
Digital Design and Fabrication Collection
Will update in late March 2025.
Building Resilience in Coastal Communities During Hurricanes
codeThis project addresses the challenges hurricanes pose to coastal communities by developing a risk assessment model and an interactive tool. It empowers health groups to allocate resources effectively and helps individuals make informed decisions.
Galactic Dreamscape
artist statementAn immersive installation transports participants into a galactic dreamscape, blending particle effects, fluid simulations, and NASA datasets. The installation forms a symbiotic relationship between humans and the universe, using Stable Diffusion and immersive audio for a full sensory experience.
TinyML Device for Emotion Detection
reportThis project aims to develop an emotion-sensing device that analyzes speech using machine learning models and a microphone to detect and respond to a person’s emotional state in real-time. The device provides visual feedback through colored LED lights, creating an immersive environment that reflects the user’s emotions.
Bionic Balance
artist statementThis art instllation explores the relationship between humans and nature through the evolution of Earth’s landscapes, from oceans to desserts, showcasing the delicate balance between technology and the natural world.
HUES (Heartfelt Utterances Emotive Strokes)
artist statementCan art help us figure out our feelings better? Art can make us feel a lot of different things.
Magnetic Alchemy
artist statementAn art installation blending electronic technologies with the raw beauty of natural elements to create an ever-changing visual experience.
Recommendation Strategy of Kuaishou
reportThe analysis of Kuaishou's recommender system involves evaluating machine learning models to enhance friend and video suggestions, with varying accuracies and real-time adaptation features.
Global Soccer Visualization
websiteThis project offers magazine-style visuals and commentary, illuminating soccer's global impact through engaging graphics and insightful context.
FlexBody
codeAn Android fitness app for tracking exercise and nutrition, maintaining lists, and sharing progress through pictures.
Climate Justice Website
websiteThis project involved creating a climate justice website with React, featuring an educational flashcard section and a community board for collaborative dialogue and resources.
Protein Prediction Power
websiteThis project aims to predict the protein content in recipes using nutritional information and tags. It employs regression modeling, starting with a linear model and advancing to a Random Forest Regressor.
Living on the Edge
artist statementThis project combines art and game design using JavaScript and p5.js to create an interactive experience that highlights the effects of climate change on ecosystems and encourages users to make environmentally conscious decisions.
Tasty Data
websiteThis project involves a dataset with 83,782 unique recipes and corresponding reviews and ratings. The data spans from 2008 to 2018, and the aim is to analyze trends in recipe changes over time, focusing on protein content.
Chromatic Cataclysm
artist statementAn interactive film blending visuals and sounds, exploring climate change impacts and AI, urging reflection and environmental action.
Open Energy Dashboard
codeAn open-source project addresses dynamic OED page buttons, making them fixed with the current page marked (e.g., grayed out) for better usability.
