Summary
Overview
Work History
Education
Skills
Accomplishments
Certification
Work Availability
Timeline
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YIN SHAO-YUN

YIN SHAO-YUN

Associate Research Fellow
New Taipei

Summary

AI Developer at NCSIST with expertise in integrating AI into radar systems, enhancing real-time performance. Proven adaptability and problem-solving skills, driving continuous improvement. Skilled in data preprocessing and cleaning, contributing to efficient system-level thinking. Passionate about learning and committed to excellence.

Overview

3
3
years of professional experience
2
2
Certifications
2
2
years of post-secondary education

Work History

AI Developer

National Chung-Shan Institute of Science and Technology (NCSIST)
12.2024 - Current
  • I work on integrating AI processing pipelines into existing radar systems. This role requires consideration not only of CPU and GPU memory allocation at each stage of the processing pipeline, but also the selection of appropriate data transfer methods. In addition, cross-language program communication is a key aspect of the system design. Overall, this work demands strong system-level thinking to ensure reliability, efficiency, and real-time performance.
  • Devised and deployed predictive models using machine learning algorithms to drive business decisions.
  • Proven ability to learn quickly and adapt to new situations.
  • Passionate about learning and committed to continual improvement.
  • Compiled, cleaned and manipulated data for proper handling.

Tutor

Mackay Junior College of Medicine, Nursing and Management
06.2023 - 08.2023
  • Assisted students in developing study skills and strategies.
  • Distributed AI, deep learning and computer vision solutions.

Intern

CancerFree Biotech
06.2022 - 08.2022
  • Supported staff members in their daily tasks, reducing workload burden and allowing for increased focus on higher-priority assignments.
  • Gained hands-on experience in various software programs, increasing proficiency and expanding technical skill set.
  • Participated in workshops and presentations related to projects to gain knowledge.
  • Integrated third-party APIs into web applications, expanding feature offerings and improving site capabilities.
  • Performed unit testing of web applications and troubleshot issues.
  • Participated in regular team meetings, contributing valuable insights towards project goals.
  • Maintained accurate documentation of database designs, processes, and user manuals for future reference.
  • Modified databases to meet needs and goals determined during planning process.

Intern

Heng-Sin Measuring Technology Co., Ltd.
10.2021 - 12.2021
  • Trained neural networks for image recognition tasks, enhancing the overall system''s ability to accurately identify objects within images.
  • Participated in brainstorming sessions to develop creative solutions for challenging problems faced during project implementation stages.
  • Compiled, cleaned and manipulated data for proper handling.
  • Contributed ideas during team meetings which led to new approaches being adopted in ongoing projects successfully increasing project efficiency levels.

Intern

Heng-Sin Measuring Technology Co., Ltd.
02.2021 - 04.2021

1.The first cooperation was to develop an online calling system, mainly based on LINE Bot products and adding image recognition (OCR) function. Since it is a non-invasive device, it must be equipped with OCR function.

  • Devised and implemented processes and procedures to streamline operations.
  • Gained valuable experience working within a specific industry, applying learned concepts directly into relevant work situations.
  • Improved coding efficiency with introduction of automated testing scripts.

Intern

Dmfamily
09.2020 - 11.2020
  • Collected, arranged, and input information into database system.
  • Improved coding efficiency with introduction of automated testing scripts.
  • Cultivated positive relationships with vendors to deliver timely and cost-effective supply of services and materials.

Intern

Jerry Information Services CO., LTD.
07.2017 - 11.2020
  • Gained valuable experience working within a specific industry, applying learned concepts directly into relevant work situations.
  • Analyzed problems and worked with teams to develop solutions.
  • Improved coding efficiency with introduction of automated testing scripts.
  • Optimized database queries, significantly speeding up data retrieval times for analysis.
  • Utilized natural language processing techniques to analyze customer feedback, providing actionable insights for product improvement.

Education

Master of Science - AI

National Ilan University
Ilan
08.2022 - 08.2024

Skills

Teamwork

Problem-solving

Adaptability and flexibility

Machine learning

Data warehousing

Data science research methods

Data preprocessing and cleaning

Time series analysis

Continuous improvement

Data visualization

Transfer learning

Feature engineering

Accomplishments

Master's Thesis: A Study of Cell Segmentation in Multi-modality High-Resolution Microscopy Images

YIN, Shao-Yun; HSU, Wei-Wen; HSIA, Chih-Hsien. Cell segmentation in fluorescence microscopy images. In: IET International Conference on Engineering Technologies and Applications (ICETA 2024). IET, 2024. p. 17-18.

Certification

TQC+ Programming Language for Python

Work Availability

monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Timeline

AI Developer

National Chung-Shan Institute of Science and Technology (NCSIST)
12.2024 - Current

Tutor

Mackay Junior College of Medicine, Nursing and Management
06.2023 - 08.2023

Master of Science - AI

National Ilan University
08.2022 - 08.2024

Intern

CancerFree Biotech
06.2022 - 08.2022

Intern

Heng-Sin Measuring Technology Co., Ltd.
10.2021 - 12.2021

Intern

Heng-Sin Measuring Technology Co., Ltd.
02.2021 - 04.2021

Intern

Dmfamily
09.2020 - 11.2020

Intern

Jerry Information Services CO., LTD.
07.2017 - 11.2020
YIN SHAO-YUNAssociate Research Fellow