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4-6 years
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Taipei, Taiwan
Avatar of 廖昱程.
Avatar of 廖昱程.
Customer Engineer @iKala 愛卡拉互動媒體股份有限公司
2022 ~ Present
Within two months
data analysis. 中原大學, 理學士(BS), 心理學, 2006 ~ 2008 Technical Skills •Statistical Modeling, Machine Learning(focus on NLP model), EDA and ETL, Feature Engineering. •Python, ELK Stack(Elasticsearch, Logstash, Kibana), Power BI. •Physiological Signal Analysis - GSR, EEG & ERPs, MRI, Heart-rate, Matlab, SPSS. Experience: Deep Learning, JavaScript, HTML, R, Docker, Google Cloud Platform, Azure, AWS. Side Project Data-Driven Urban Flood Warning System, DSP,•Honor: The project was accepted to D4GX 2019 Program Committee as a poster. •Implemented a predict model to predict the risk of urban area
nlp machine learning
+python
AI & Machine Learning
Employed
Full-time
4-6 years
國立中央大學
認知與神經科學所

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Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
More than one year
AOI 軟體工程師 @ VS Technology
Logo of VS Technology.
VS Technology
2021 ~ Present
台灣台北
Professional Background
Current status
Employed
Job Search Progress
Professions
.NET Developer, System Architecture, Software Engineer
Fields of Employment
Semiconductor, Software
Work experience
4-6 years
Management
None
Skills
C#
C/C++
matlab
Python
halcon
OpenCV
OpenGL
Tensorflow
Keras
Languages
Chinese
Native or Bilingual
English
Intermediate
Job search preferences
Positions
AOI軟體工程師
Job types
Full-time
Locations
台灣台北, 台灣新北市
Remote
Interested in working remotely
Freelance
No
Educations
School
National Cheng Kung University (NCKU)
Major
Department of Geomatics
Print

William Deng 鄧崴元

  • 5 years of experience in AOI system development
  • Mainly use C#.NET/Halcon
  • Familiar with system design & algorithm design
  • Optimize the system, optimize the world

Email: [email protected]

TEL: +886978099781

Taipei/Taiwan

Working Experience

Senior Software Engineer  •  VS Technology

Jun 2021 - Present

  1. Infrastructure Establishment of AOI System - Assist in establishing the infrastructure in a new SI Team
    • Coding Style & Coding Guideline Establishment
    • Halcon introduction - Share my own experience of how to use Halcon library
    • Introduce my experience of  system integration - Co-Development/Modularity/Design Pattern/ Version Control
    • Common AOI platform development - Develop a common AOI platform to handle different scenarios. The system includes the interface of Recipe/Algorithm Execution Engine/Hardware Control
  2. AOI System Development - Develop a 2-in-1 inspection system in the semiconductor industry
    • Microscopic view - Inspect the defects in one die. The user can customize their own recipe with  several options of Alignment/ROI/Post processing/Inspection algorithm/Defect selection rules
    • Macroscopic view - Inspect the defects in the whole wafer, specifically focus on the defects which have continuity in several dies

Senior Software Engineer  •  Chroma

Nov 2017 - May 2021

  1. Single module development - Develop the function module which can be involved in several projects
    • Establish Interface - Discuss with the project manager to understand the requirements
    • Module Development - Implement the module by following the interface
    • Release Document - Writing the user manual to let others know the usage of this module
    • Maintenance - Push module to remote repository, update the version by the new requirement
  2. Algorithm Development - Develop defect inspection & metrology algorithm using Halcon library
  3. SW/HW Integration - Integrate the AOI software with camera/light device/PLC, etc.
  4. AOI System Development - Construct high throughput AOI System with in-line battery factory
    • Asynchronous acquisition/inspection
    • Distributed system for throughput requirement/cross platform integration
    • Multi-threading for acceleration of inspection 
    • MVC architecture for flexible requirement
  5. Internal Research - Integrate the AI model in .NET System to implement semantic segmentation

Education

National Cheng Kung University

M.S. in Department of Geomatics  •  2015 - 2017

Thesis: 3D Building Modeling from Airborne LiDAR Data using Block-based Iterative Detection

National Cheng Kung University

B.S. in Department of Geomatics  •  2011 - 2015

Skills

Programming


  • C# (6+ years)
  • C++
  • Python
  • Matlab

Library and Tools


  • Halcon (5 years)
  • OpenCV
  • OpenGL
  • Tensorflow
  • Keras

Knowledge


  • Machine Vision
  • Image Processing
  • Design Pattern
  • OOP

Self Introduction

Hello, my name is William. I have 5 years of experience in AOI software development. In my previous position as a software engineer, I collaborated with mechanism and optics partners for several projects. We cooperated in developing, delivering, and maintaining customized equipment. The experience of customized equipment makes me more familiar with the following abilities:

  • Mature programming skills
  • Basic optics & mechanism knowledge
  • Flexibly, precisely modify the function and meet the requirements of customers.

Nevertheless, when I specifically focus on software development, although I realize how to modularize a component of a system, how to utilize the design pattern to make the system more maintainable, readable and flexible, how to develop a common software architecture, I think this is a completely different dimension compared to developing mass-produced products. In my future career, I want to enhance the following skills: 

  • Software Architecture - Realize the shape of well-developed commercial software.
  • Cooperative Development - Cooperate with each other efficiently and closely on a mass-produced product.
  • System Development Life Cycle - To make the product more reliable,  more robust and more suitable to the requirements.

Last but not least, I am very interested in this position and the opportunity to join you. I believe my skills and past work experience make me a good fit for this position. Please do not hesitate to contact me if I can provide additional information. Thanks again for your time!

Resume
Profile

William Deng 鄧崴元

  • 5 years of experience in AOI system development
  • Mainly use C#.NET/Halcon
  • Familiar with system design & algorithm design
  • Optimize the system, optimize the world

Email: [email protected]

TEL: +886978099781

Taipei/Taiwan

Working Experience

Senior Software Engineer  •  VS Technology

Jun 2021 - Present

  1. Infrastructure Establishment of AOI System - Assist in establishing the infrastructure in a new SI Team
    • Coding Style & Coding Guideline Establishment
    • Halcon introduction - Share my own experience of how to use Halcon library
    • Introduce my experience of  system integration - Co-Development/Modularity/Design Pattern/ Version Control
    • Common AOI platform development - Develop a common AOI platform to handle different scenarios. The system includes the interface of Recipe/Algorithm Execution Engine/Hardware Control
  2. AOI System Development - Develop a 2-in-1 inspection system in the semiconductor industry
    • Microscopic view - Inspect the defects in one die. The user can customize their own recipe with  several options of Alignment/ROI/Post processing/Inspection algorithm/Defect selection rules
    • Macroscopic view - Inspect the defects in the whole wafer, specifically focus on the defects which have continuity in several dies

Senior Software Engineer  •  Chroma

Nov 2017 - May 2021

  1. Single module development - Develop the function module which can be involved in several projects
    • Establish Interface - Discuss with the project manager to understand the requirements
    • Module Development - Implement the module by following the interface
    • Release Document - Writing the user manual to let others know the usage of this module
    • Maintenance - Push module to remote repository, update the version by the new requirement
  2. Algorithm Development - Develop defect inspection & metrology algorithm using Halcon library
  3. SW/HW Integration - Integrate the AOI software with camera/light device/PLC, etc.
  4. AOI System Development - Construct high throughput AOI System with in-line battery factory
    • Asynchronous acquisition/inspection
    • Distributed system for throughput requirement/cross platform integration
    • Multi-threading for acceleration of inspection 
    • MVC architecture for flexible requirement
  5. Internal Research - Integrate the AI model in .NET System to implement semantic segmentation

Education

National Cheng Kung University

M.S. in Department of Geomatics  •  2015 - 2017

Thesis: 3D Building Modeling from Airborne LiDAR Data using Block-based Iterative Detection

National Cheng Kung University

B.S. in Department of Geomatics  •  2011 - 2015

Skills

Programming


  • C# (6+ years)
  • C++
  • Python
  • Matlab

Library and Tools


  • Halcon (5 years)
  • OpenCV
  • OpenGL
  • Tensorflow
  • Keras

Knowledge


  • Machine Vision
  • Image Processing
  • Design Pattern
  • OOP

Self Introduction

Hello, my name is William. I have 5 years of experience in AOI software development. In my previous position as a software engineer, I collaborated with mechanism and optics partners for several projects. We cooperated in developing, delivering, and maintaining customized equipment. The experience of customized equipment makes me more familiar with the following abilities:

  • Mature programming skills
  • Basic optics & mechanism knowledge
  • Flexibly, precisely modify the function and meet the requirements of customers.

Nevertheless, when I specifically focus on software development, although I realize how to modularize a component of a system, how to utilize the design pattern to make the system more maintainable, readable and flexible, how to develop a common software architecture, I think this is a completely different dimension compared to developing mass-produced products. In my future career, I want to enhance the following skills: 

  • Software Architecture - Realize the shape of well-developed commercial software.
  • Cooperative Development - Cooperate with each other efficiently and closely on a mass-produced product.
  • System Development Life Cycle - To make the product more reliable,  more robust and more suitable to the requirements.

Last but not least, I am very interested in this position and the opportunity to join you. I believe my skills and past work experience make me a good fit for this position. Please do not hesitate to contact me if I can provide additional information. Thanks again for your time!