Projects
These projects are those that I have led or independently developed -- excludes internship or work-related projects.
Rochester Asian American Organization (RAAO)
Built the midwest's largest mental health database for RAAO 501(c)(3). Co-hosted Mayo High School's first Culture Night. Developed the organization's website and the most advanced anti-AAPI-hate AI chatbot nationwide.
EduGen (UNC Startup)
Developed AI-powered exam generation system using data from MIT OCW, collaborating with UNC and Duke University. Created Scribe, an AI that converts lectures to LaTeX notes, transcriptions, and highlights, aiming to become a comprehensive academic assistant app.
High Frequency Machine Learning Trader
Led development of an incremental learning portfolio optimization project using mean variance optimization, Markowitz's Efficient Frontier, and Hidden Markov Chains. Presented at UNC Chapel Hill's Undergraduate Celebration of Research in April 2024.
Personal Website
Built personal website with multiple subdomains, featuring realtime Spotify cards, computer vision for bookshelf view, AWS CDN integration, reverse-engineered iCloud for realtime photo view, and numerous AI/ML easter eggs.
Contour Developments, Inc.
Led development and security for applications, partnering with Stripe and Blue Ridge Bank N.A. Created Wallet (2022), an all-in-one cryptocurrency wallet, and Lucerna (2023), facilitating banks' transition to Web 3.0 on the Ethereum 2.0 blockchain.
Link Bus Rapid Transit (BRT) of Rochester, MN
Conducted research through RAAO on underrepresented communities, socioeconomic barriers, and historical trends to establish a safe urban environment for all Rochester residents.
Highschool Research Projects
Developed projects under Mr. Eric Dirks at Mayo High School, including GPT-3.5 Detection, Bluetooth Webbing, Movement Interpretation, Ethereum 2.0 Optimizer, Radio Modeling, and a GPT-2 Comparable NLP Model.
Siam's MathWorks Math Modeling Challenge (M3)
Led team to top 19% among 650 submissions. Developed mathematical models to analyze global e-bike sales, assessing impact on carbon emissions, traffic congestion, and health, quantifying effects on reducing use of other transportation modes.
PWOTE, LLC.
Founded software for automating purchases on third-party retailer websites. Led AI projects using PyTorch, selling over 250 licenses and processing $30M+ in volume. Developed Condor, a reCAPTCHA v2 solver, and collaborated on facial detection model using MediaPipe and OpenCV.