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YunZhuHuang327/readme.md

👋 Hi, I'm Yun-Zhu Huang!

About Me

  • 🎯 Passionate about building scalable applications and solving real-world problems
  • 🧩 Experienced in Machine Learning, AI, Computer Vision, and Software Engineering
  • 🌱 Continuously learning new frameworks and tools to stay ahead in tech

Tech Stack

Languages: Python C++ C

AI / ML: PyTorch TensorFlow OpenCV Scikit-learn

Tools: Git VSCode

Key Projects

1. Twitch-Stream-Highlight-Detection

Detect highlight moments in Twitch livestreams using video, audio, and chat analysis

2. MAE-Based Self-Supervised Aortic Valve Detection

Implemented MAE for self-supervised pretraining and integrated into YOLO for medical image object detection

3. Digital Technology & Intelligent Systems Portfolio

Arduino-based projects including autonomous cars, IoT baby monitor, and IR remote piano

4. Longtail-Object-Detection

Long-tail object detection in aerial images

5. Image Generation

Handwritten digits image generation using DDPM

6. Plant vs Zombies Tower Defense Game

Tower defense game inspired by Plants vs Zombies

📫 Contact Me

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  1. Twitch-Stream-Highlight-Detection Twitch-Stream-Highlight-Detection Public

    A machine learning system that detects highlight moments in Twitch livestreams by analyzing video, audio, and chat data, enabling efficient extraction of engaging content.

    Python

  2. MAE-Based-Self-Supervised-Aortic-Valve-Detection MAE-Based-Self-Supervised-Aortic-Valve-Detection Public

    A MAE-based self-supervised setup for aortic valve detection. The model is pretrained for 400 epochs with high masking to avoid overfitting, and the resulting encoder features are used entirely wit…

    Python

  3. Digital-Technology-and-Intelligent-Systems-Portfolio Digital-Technology-and-Intelligent-Systems-Portfolio Public

    This repository features a compact Arduino project portfolio, including an autonomous sensor-based car, a LINE-connected baby monitor, and an infrared-controlled piano—showcasing core skills in mic…

    C++

  4. Longtail-Object-Detection Longtail-Object-Detection Public

    Long-tail object detection in aerial images.

    Python

  5. Image-Generation Image-Generation Public

    Image Generation for Handwritten Digits DDPM.

    Python

  6. Plant-vs-Zombies-Tower-Defense-Game Plant-vs-Zombies-Tower-Defense-Game Public

    A tower defense game inspired by Plants vs. Zombies, built with C++ and Allegro5.

    C++