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ChenChienYi/README.md

Hello! I'm Chen Chien Yi, also known as Libby. I'm a passionate AI/ML Engineer with a focus on computer vision. I love building innovative solutions and contributing to open-source projects.

🚀 What I'm Currently Working On

  • [Multimodal perception fusion to achieve all-weather environmental understanding]
  • [Wafer Defect Recognition]

🌱 My Core Skills

  • Programming Languages: Python, R, MATLAB, SAS
  • Machine Learning: PyTorch, TensorFlow, Scikit-learn, Hugging Face
  • Computer Vision: OpenCV, Detectron2, Semantic Segmentation, Object Detection, Data Augmentation
  • Tools & Technologies: Git, SQL, Tableau, ArcGis

💡 Notable Projects

Computer Vision

  • Context-Aware Data Augmentation Github
  • Multimodal perception fusion to achieve all-weather environmental understanding (coming soon)
  • Wafer Defect Recognition (coming soon)
  • Fine-Tuning Segmentation Framework Github | Kaggle
  • Multi-Task Learning Model Github | Kaggle

LLM

Reinforcement Learning

Machine Learning

💬 Let's Connect!

Popular repositories Loading

  1. LunarLander LunarLander Public

    The goal of this project is to implement and train a Deep Q-Learning (DQN) agent to solve the LunarLander-v3 environment from OpenAI Gymnasium.

    Jupyter Notebook

  2. From-EDA-to-Prediction From-EDA-to-Prediction Public

    This project aims to predict students’ academic performance based on their background attributes using various machine learning models, including Linear Regression, Random Forest, Multi-Layer Perce…

    Jupyter Notebook

  3. ChenChienYi ChenChienYi Public

  4. Multi-Task-Learning-Model Multi-Task-Learning-Model Public

    This project implements a Multi-Task Learning (MTL) model for simultaneous attribute recognition and facial landmark localization. By sharing a backbone network, ResNet18, it aims to improve perfo…

    Python

  5. Fine-Tuning-Segmentation-Framework Fine-Tuning-Segmentation-Framework Public

    Jupyter Notebook

  6. Context-Aware-Data-Augmentation Context-Aware-Data-Augmentation Public

    Jupyter Notebook