Background
WORK EXperence
Taiwan Artificial Intelligence Academy Foundation, Mar 2024 – Present
Deputy Leader of AI Engineering Team
Developed foundational courses on large language models.
more than 200 people participated (2 sessions)
Developed advanced courses for in-depth understanding and application of large language models.
more than 100 people participated (2 sessions)
Assisting Businesses with Generative AI Tools.
Accumulated 1800 participants, 39 lectures.
Guided technical classes on 技術領袖培訓全域班, achieving the highest project results for the term.
Led the participants of two sessions of the technology leadership class to achieve first place in that term.
Taiwan Artificial Intelligence Academy Foundation, Mar 2023 – Feb 2024
AI Engineer
Building a Scalable Pipeline for Large Language Models
Fine-Tuning Large Language Models (LLMs)
Generative AI research
ChatGPT Prompt Engineering
Ministry of Health and Welfare, Sep 2021 - Aug 2022
Served as a military administrative cadre and participated in social welfare service
Education
National Yang Ming Chiao Tung University, Taipei, Taiwan, Sep 2014 – Present
GPA:3.7 / 4.0
PhD candidate in Biomedical Informatics
Advisors: Professor Li-Fen Chen, Institute of Brain Science, NYCU
National Yang-Ming University, Taipei, Taiwan, Sep 2012– Jun 2014
GPA:3.62 / 4.0
M.S. in Biomedical Informatics
Master’s Thesis: 3D Cell Segmentation by Spatial Clustering of Subcellular Organelles.
Advisor: Professor Jyh-Ying Peng, Institute of Biomedical Informatics, NYMU
Chung Yuan Christian University, Taoyuan, Taiwan, Sep 2007 – Jun 2012
GPA:3.427 / 4.0
B.S. in Bioscience technology.
Senior project: IRSS2: a new generation tool for prediction of IRES secondary structure and searching system in silico
Advisor: Professor Chung-Yung Chen, Department of Bioscience Technology, CYCU
Teaching Experience
Teaching assistant:
Deep Learning and Practice (2019 - 2020)
by Professor Wen-Hsiao Peng, Yong-Sheng Chen, I-Chen Wu, Department of Computer Science, National Chiao Tung University
Introduction to Machine Learning and Practice (2018 - 2020)
by Professor Li-Fen Chen, Institute of Bran Science, National Yang-Ming University
Machine Learning and Data Mining (2016 - 2018)
by Professor I-Fang Chung, Institute of Biomedical Informatics and Professor Li-Fen Chen, Institute of Bran Science, National Yang-Ming University
Principles of Bioinformatics (2015)
by Professor Chuan-Hsiung Chang, Institute of Biomedical Informatics National Yang-Ming University
Awards and Honors
2014年 紀念尹珣若先生品學及論文優良獎學金 入圍獎
BIT 2013 Poster Award: Honorary Mention
Get the master Thesis Award in Bioinformatics
The master Thesis Award in Bioinformatics
Research Grants/ Subsidies
教育部人工智慧AI系列課程第二期 (2020.09~2022.07.31)
教育部人工智慧臨床醫學實務應用 (2019.02~2020.02)
榮總台灣聯合大學合作研究計畫: 多類別視網膜疾病之深度學習診斷輔助系統開發 - 技術研發 (2018.12.01~2020.07.31)