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Unknownboykim/README.md

🚀 About Me

  • 🎓 Studying Computer Science + Business at Northeastern University
  • 💻 Web & app developer focused on clean, user-centered products
  • 🤖 Exploring machine learning with TensorFlow & Keras
  • 🎮 Building interactive experiences in Unity 3D
  • 🎯 My goals: master coding → build AI → make robots → start my own company
  • 🤝 Clubs: Northeastern Entrepreneur Club · AINU Club · NU Robotics Club · Hackathons (Chatathon)

🛠️ Tools & Languages

💻 Code Languages

Java, Python, C++, HTML, JavaScript, Kotlin, Swift

🧰 Software & Frameworks

Figma, Unity, Photoshop, Premiere Pro, GitHub, VS Code, TensorFlow
Keras

☁️ Cloud & Hardware

Microsoft Azure, Raspberry Pi
Embedded Systems

📊 Data & Productivity

Power BI (DAX) Microsoft Excel Microsoft Word Microsoft 365
📋 Click to view full skill breakdown
Category Skills
Languages Java · Python · C++ · HTML · JavaScript · Kotlin
Mobile Development iOS (Swift)
Machine Learning TensorFlow · Keras
Hardware & Embedded Embedded Systems · Raspberry Pi 5
Cloud Microsoft Azure
Data & Analytics Power BI (DAX) · Microsoft Excel
Design & Media Figma · Photoshop · Adobe Premiere Pro
Game Dev Unity 3D
Dev Tools Git / GitHub · Visual Studio Code
Productivity Microsoft 365 · Microsoft Word

📌 Featured Projects

🤖 PiCar-X Lego Turret Robot — joystick-controlled servo turret on a Raspberry Pi 5 robot car

Built a joystick-controlled servo turret and Lego missile launcher on a SunFounder PiCar-X from scratch, with no existing tutorial to follow.

  • Fixed SPI communication failures by wiring the joystick straight to the Robot HAT V4's built-in 12-bit ADC pins, which removed an external chip, and tuned PWM on pin P3 for precise turret pan
  • Wrote one Python control loop (combined_app.py) that combines mobile app control, live WiFi camera streaming and real-time servo control
  • Published wiring diagrams, code and a demo video

Tech: Python Raspberry Pi 5 Robot HAT V4 Embedded Systems  |  🔗 Repo · ▶️ Demo Video

🧠 Image Classification with ML & Deep Learning — Python Developer, University of Arkansas at Little Rock (Summer 2025)

Built image classification models during a summer role at UA Little Rock, including a parking-space detector for real-time camera use and a CNN that reached 95% validation accuracy.

  • Parking-space detector: a scikit-learn pipeline that labels spaces as empty or occupied, using HOG features on images resized to 15×15 and an SVM tuned with GridSearchCV
  • Deployment: stratified 80/20 train–test splits, with the trained model saved as a pickle file so it can classify new camera images on the fly
  • Deep learning: a CNN built in Keras/TensorFlow and trained on a 25,000-image dataset with data augmentation, reaching 95% validation accuracy and evaluated with confusion matrices

Tech: Python scikit-learn TensorFlow Keras NumPy Pandas Matplotlib Seaborn  |  🔗 Repo

🔹 PROJECT NAME THREE — short one-line description

What it does, the problem it solves, and your role.

Tech: Unity 3D C#  |  🔗 Repo


🤝 Let's Connect

I'm always open to collaborating on interesting projects, internships, and co-op opportunities. Feel free to reach out!

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