TSU-FU, LI

lzf859203@gmail.com

I specialize in

  • Computer Vision

    • Tsu-Fu LI is pursuing his master’s degree in Economics at the National Taiwan University and will complete his study in July 2022.
    He is interested in deep learning and statistics, and he ranked in the top 1% on the Deep Learning and Statistics- related courses.

    Tsu-Fu LI had developed the two NLP models during his internship at Fubon Financial Holding Company.
    Now, he is developing models for document and identification recognition at Cathay Life Insurance Company.
    In addition to his professional abilities, he is also good at leading and communicating in teamwork.

    WORK EXPERIENCE

    Cathaylife

    OCR Engineer

    achievement :

  • Building detection and recognition models for text recognition task. Using Python, Pillow, Opencv, Pytorch.
  • Constructing data ingestion pipeline, implementing APIs, and model deployment framework to add deep-learning generated intelligence to our system.
    • Taipei, Taiwan
    February 2022 - Present

    Medialink Star-x

    Data Engineer

    achievement :

    demo code
  • Developed crawler scripts to help the operation team improve operational efficiency by 50%.
  • Use Deep learning model on the sales data which accuracy is higher than 90%.
    • Taipei, Taiwan
    February 2021 - Present

    Fubon Financial Holding Company

    AI Software Engineer

    achievement :

    final report
  • • Developed a language model for news classification. The model accuracy is higher than 98%.
  • Developed a retrieval model for regulatory comparison. It can help legal professionals save time searching for regulations.
  • Building law systems for collecting, storing, and data analysis.
    • Taipei, Taiwan
    July 2021 - August 2021

    National Health Research Institutes

    Big data engineer

    achievement :

    final report github
  • Research automated WGS reporting system for cancer.
  • Developed a data process algorithm for automated processing of data.
    • Miaoli, Taiwan
    July 2020 - December 2020

    Education

    National Taiwan University

    M.S. Economics

  • Deep Learning (2021 Spring) : top 1% of the class (A+)

    github

  • Computer Vision (2021 Fall) : top 1% of the class (A+)

    notes github

  • Information Retrieval (2021 Fall) : top 15% of the class (A)

    notes
    • September 2020 - July 2022(expected)

    Skills

    Programming Languages & Tools
    • Python
      • pytorch, selenium, request, bs4, pandas, scipy, etc.
    • C/C++, Docker, SQL, Shell Script, Linux/Unix, Matlab, HTML, CSS
    Expertise
    • Computer Vision :
      • Image classification, Object Detection & Segmentation, Generative Adversarial Networks,
        Optical Character Recognition
    • Natural Language Processing :
      • Content Extraction, Information Retrieval, Textual Analysis

    TEACHING EXPERIENCE

    The Principle of Economics

    (2021 Fall)

    Teaching Assistant
    Course Web
  • NTU Excellent Teaching Assistants (Evaluation Scores : 4.76/5)
  • Developed students’ economic intuition; trained students in academic writing.
  • Teaching about 300 students Economics for 2 hours per week.
    • Taipei, Taiwan
    September 2021 - Present

    The Principle of Economics

    (2020 Fall / 2021 Spring)

    Teaching Assistant
    Course Web
  • NTU Excellent Teaching Assistants (Evaluation Scores : 4.6/5)
  • Developed students’ economic intuition; trained students in academic writing.
  • Teaching about 350 students Economics for 2 hours per week.
    • Taipei, Taiwan
    September 2020 - June 2021