Summary
Overview
Work History
Education
Skills
Master Thesis
Certification
Timeline
Generic

Ya-Yi Yang

Summary

Improving the existing hospital segmentation method and having experience with deep learning for computer vision development. Always eager to learn , have a strong sense of responsibility , and assist others in solving problems.

Overview

1
1
year of professional experience
1
1
Certification

Work History

3D Burn Wound Diagnosis Website

03.2022 - 02.2023

Cooperated with doctors from Far Eastern Memorial Hospital to complete the 3D Burn Wound Diagnosis Website

  • Develop front-end interfaces for websites, ensuring user-friendly experience and appealing visual design.
  • Implement data interaction between front-end and back-end systems, enabling smooth data exchange.
  • Perform testing across various browsers to ensure consistent website functionality and compatibility.

Teacher's Assistant (Linear Algebra)

National Taiwan University
09.2021 - 01.2022
  • Graded assignments and reported individual progress to teacher.
  • Supported student learning objectives through personalized and small group assistance.

Education

M.D. - Graduate Institute of Networking And Multimedia

National Taiwan University
Taipei
07.2023

Skills

    • Programming Language: C, C, Python
    • Web development: HTML, CSS, JavaScript, React
      • DevOps Tool: Git, Shell Script, Bash, Docker, Postman
      • Deep Leaning frameworks: PyTorch, TensorFlow

Master Thesis

Topic : Quantitative Analysis of the Impact of Training Data on Model Performance in Real-World Scenarios and the Application of Lightweight Neural Networks


Abstract:

  • Analyze the impact on the existing model when we add the different quantitative levels of new training data
  • Utilize green learning frameworks and various lightweight deep learning models
  • Propose the method to reduce the computational costs while approximating the initial burns segmentation model

Certification

TOEIC - 850

Timeline

3D Burn Wound Diagnosis Website

03.2022 - 02.2023

Teacher's Assistant (Linear Algebra)

National Taiwan University
09.2021 - 01.2022

M.D. - Graduate Institute of Networking And Multimedia

National Taiwan University
Ya-Yi Yang