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KuanHan Fu
Software Engineer
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KuanHan Fu

Software Engineer
With a Master of Science in Biomechatronic Engineering from National Chiayi University and ongoing postgraduate studies in Artificial Intelligence at Georgian College, recent contributions at AU Optronics Corporation include automating manufacturing processes and deploying advanced IoT solutions. These efforts significantly reduced manual effort and improved operational efficiency. Collaborating on innovative projects, the team implemented real-time process monitoring and edge-based anomaly detection, showcasing robust problem-solving and automation capabilities. Motivated by a commitment to advancing intelligent manufacturing, expertise lies in IoT, robotics, and manufacturing software, with a focus on optimizing safety and productivity.
Eth Tech
Georgian College
North York, Toronto, Ontario, Canada

Professional Background

  • Current Status
    Unemployed
  • Profession
    Machine Learning Engineer
    Software Engineer
    Python Developer
  • Fields
    Artificial Intelligence / Machine Learning
    Automatic Control
    Semiconductor
  • Work Experience
    2-4 years (2-4 years relevant)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    Communication
    Python
    C#
    AI
    Git
    OOP Programming
    Pytorch/Tensorflow
  • Languages
    Chinese
    Native or Bilingual
    English
    Fluent
  • Highest Level of Education
    Master

Job Search Preferences

  • Current Status
  • Desired Job Type
    Full-time
    Remote Only
  • Desired Positions
    Software Engineer
  • Desired Work Locations
  • Freelance
    Non-freelancer

Work Experience

Machine Learning Intern

Jul 2024 - Jan 2025
7 mos
• Designed and implemented a vision–language model (VLM) combining Vision Transformer (ViT) with a transformer-based decoder and supervised tag retrieval to boost caption accuracy. • Integrated a CLIP-based automatic tag extraction pipeline, optimizing end-to-end performance using cross-entropy loss. • Leveraged parallel processing for large-scale data ingestion and preprocessing, reducing bottlenecks and improving efficiency.

Intelligent Manufacturing Engineer

Nov 2020 - Nov 2022
2 yrs 1 mo
Hsinchu City, Taiwan
• Designed and deployed real-time Etch process monitoring system, reducing manual effort by 84% annually. • Automated daily MQC indicator collection and reporting, saving 32% report preparation time. • Implemented edge-based anomaly detection on Jetson Nano, reducing manual visual inspections by 43% annually.

Research And Development Software Engineer

Apr 2020 - Nov 2020
8 mos
Hsinchu City, Taiwan
• Automated defect report generation using C# and .NET, reducing reporting time by 50% • Developed image recognition software in C# and C++ to improve detection accuracy by 35% • Conducted IV curve analysis using Python, Pandas, and Matplotlib to enhance inspection throughput

Education

Master’s Degree
Artificial Intelligence
2023 - 2024
Master of Science (MS)
Biomechatronic Engineering
2017 - 2020

Licenses & Certifications

Logo of the organization.

Microsoft Certified: Azure Fundamentals

Microsoft
Credential ID: I333-9962
Issued Jun 2022
No Expiration Date
Logo of the organization.

MTA: Introduction to Programming Using Python

Microsoft
Credential ID: dKTN-uTYE
Issued Jun 2019
No Expiration Date