I received my B.S. in Statistics at the department of Applied Mathematics, NDHU, and I am studying for my master’s degree in Statistics at NTPU. During my academic journey, I have focused on learning probability theory and mathematical statistics. Additionally, I have gained proficiency in data extraction and analysis using R, Python, and also interested in large language models (LLMs), natural language processing (NLP) for text analysis, and the design of effective prompt engineering strategies to enhance model performance.

🙋‍♂️ Education

• Department of Statistics, National Taipei University | 2024 - Present
• B.S. in Applied Mathematics, National Dong Hwa University | 2024
• National Hualien Senior High School | 2020

📌 Current Project

1. Thesis area of specialization: Physics Informed Neural Network

   Physics Informed Neural Network for Option Pricing

   Physics Informed Neural Network

   Introduction to PyTorch

   Options

2. 114 年國道智慧交通管理創意競賽

   114 年國道智慧交通管理創意競賽

3. 【機器學習2021】【生成式AI導論 2024】

   【機器學習2021】(中文版)

   【生成式AI導論 2024】

📂 Personal portfolio

Portfolio

🕖 Former Project

2022

1. SPSS 學習路程
2. Tableau 學習路程
3. R語言 學習路程
4. 15 分鐘上手 Power BI！

2023

1. 統計專題
2. Python、MySQL、Power BI 學習

2024

1. 大數據統計分析
2. Python 資料分析：AI 機器學習入門到應用
3. TensorFlow+Keras 深度學習人工智慧實務應用

• 2022 Full

• 2023 Full

  • 2023 Fall

    1. Introduction to Data Science

       112-1 資料科學入門

• 2024 Full

  • 2024 Spring

    1. Statistical Analysis of Big Data

       112-2 大數據統計分析

  • 2024 Summer

    1. TQC+ Artificial Intelligence: Machine Learning

       Python 資料分析：AI 機器學習入門到應用

    2. TensorFlow + Keras Practical Applications of Deep Learning and Artificial Intelligence

       TensorFlow+Keras深度學習人工智慧實務應用

2025