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seohyeonlee2020/README.md

Hi, I'm Alex 🛸

For me, coding means dreaming on a keyboard. I build websites and ML models to tackle problems that resonate with me.

What I'm working on

  • 🎨 Building a React portfolio site to showcase my artwork
  • 🔥 Brushing up on machine learning skills and the math behind it
  • 🌱 Learning Django and diving deeper into full-stack development

Projects & Achievements

  • SacHacks VI Winner: Built VisLink, a hands-free desktop app using OpenCV & Mediapipe
  • CNN Wildfire Detection: Developed a PyTorch model to detect wildfires from satellite images (96% accuracy)
  • Financial Fraud Detection: Improved ML model accuracy from 92% to 96% by handling missing email data
  • Hackathon Website Development: Led a team to refactor code, resolve Git issues, and improve web accessibility

🛠️ Tech Stack

Machine Learning/Backend

Python PyTorch NumPy Pandas Scikit-learn OpenCV Django PostgreSQL MySQL Java Bash Git GitHub

Frontend

React JavaScript HTML5 CSS3 Bootstrap Figma

Thanks for stopping by! :)

Pinned Loading

  1. network_of_rings network_of_rings Public

    Community Detection with Python and Graph Theory

    Jupyter Notebook 1

  2. artboard artboard Public

    My art website.

    JavaScript

  3. character-counter character-counter Public

    Word/Character Counter

    JavaScript

  4. Neiljya/vislink Neiljya/vislink Public

    Control your computer with your head and eyes

    Python 1 1