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Avatar of 林暉騰.
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AI與機器視覺工程師 @群創光電股份有限公司 InnoLux Corporation
2022 ~ Present
Software Engineer
Within one month
Lin Hui Teng AI Software Engineer Computer Vision Algorithm Developer with 5+ years of experience in writing codes and algorithms. Possess passion of machine learning concepts and other related knowledge. Currently focusing on AI + AOI. M.S., National Taiwan University of Science and Technology [email protected] R&D engineer, Cal-Comp Electronics, Dec 2016 ~ Aug 2020 Developed & maintained : Design localized facial ROI for skin detection function. Design emotion detector by using CNN method. Develop face type classifier by using machine learning method including Dlib and decision tree
Deep learning with TensorFlow
Keras
Computer Vision
Employed
Not open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立臺灣科技大學 National Taiwan University of Science and Technology
醫學工程

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Technical Skills
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Problem-Solving
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Within one month
AI軟體工程師
Logo of 群創光電股份有限公司 InnoLux Corporation.
群創光電股份有限公司 InnoLux Corporation
2022 ~ Present
New Taipei City, 台灣
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Data Scientist, Machine Learning Engineer, Software Engineer
Fields of Employment
Software, Manufacturing, Artificial Intelligence / Machine Learning
Work experience
4-6 years
Management
I've had experience in managing 1-5 people
Skills
Deep learning with TensorFlow
Keras
Computer Vision
Software Development
C++
JAVA
Languages
English
Fluent
Job search preferences
Positions
Software Engineer
Job types
Full-time
Locations
Taiwan
Remote
Not interested in working remotely
Freelance
No
Educations
School
國立臺灣科技大學 National Taiwan University of Science and Technology
Major
醫學工程
Print

Lin Hui Teng

AI Software Engineer

M.S.,National Taiwan University of Science and Technology    [email protected] 


R&D engineer, Cal-Comp Electronics, Dec 2016 ~ Aug 2020

Developed & maintained :

  • Design localized facial ROI for skin detection function.
  • Design emotion detector by using CNN method.
  • Develop face type classifier by using machine learning method including Dlib and decision tree.

Technology research:

  • Design facial red spot and wrinkle detector by using image processing skill.
  • Develop cosmetic surgery simulator by OpenGL.

Machine Learning engineer, Foxlink Image Technology, Sep 2020 ~ Jun 2021

Developed & maintained :

  • Develop defect detection function for camera lens module
  • Develop cloth texture classifier function

AI Software engineer, Foxlink, Jul 2021 ~ Present

Developed & maintained :

  • Develop defect detection function for iphone's USB pcb
  • Develop defect detection function for Xbox controller
  • Develop fake image generator by using Generative Adversarial Network for imbalanced data 

National Taiwan University of Science and Technology, Graduate Institute of Biomedical Engineering, 2014 ~ 2016

  • Publication : Improved Unconstrained Video Monitoring of Breathing Behaviour and Automatic Action Recognition



  • 2015 From IP to Import Program Top 50
  • 2014 資訊科技盃實務競賽 甲等

  • 2015 New Taipei Industrial Value Creation Program for Academia
  • 2015 Taipei International Invention Show & Technomart
  • 2015 Taiwanese Society of Biomedical Engineers


Image Processing

  • Familiar with C++/Java development
  • 5+ years experience in OpenCV development
  • 6+ months experience in Image-J plug-in development

Deep Learning

  • 2 year experience in Python
  • 2 year experience in Tensorflow 
  • 6+ months experience in Tensorflow-Lite

Other

  • 3+ years experience in Android development
  • TOEIC : 850 (2019)

Resume
Profile

Lin Hui Teng

AI Software Engineer

M.S.,National Taiwan University of Science and Technology    [email protected] 


R&D engineer, Cal-Comp Electronics, Dec 2016 ~ Aug 2020

Developed & maintained :

  • Design localized facial ROI for skin detection function.
  • Design emotion detector by using CNN method.
  • Develop face type classifier by using machine learning method including Dlib and decision tree.

Technology research:

  • Design facial red spot and wrinkle detector by using image processing skill.
  • Develop cosmetic surgery simulator by OpenGL.

Machine Learning engineer, Foxlink Image Technology, Sep 2020 ~ Jun 2021

Developed & maintained :

  • Develop defect detection function for camera lens module
  • Develop cloth texture classifier function

AI Software engineer, Foxlink, Jul 2021 ~ Present

Developed & maintained :

  • Develop defect detection function for iphone's USB pcb
  • Develop defect detection function for Xbox controller
  • Develop fake image generator by using Generative Adversarial Network for imbalanced data 

National Taiwan University of Science and Technology, Graduate Institute of Biomedical Engineering, 2014 ~ 2016

  • Publication : Improved Unconstrained Video Monitoring of Breathing Behaviour and Automatic Action Recognition



  • 2015 From IP to Import Program Top 50
  • 2014 資訊科技盃實務競賽 甲等

  • 2015 New Taipei Industrial Value Creation Program for Academia
  • 2015 Taipei International Invention Show & Technomart
  • 2015 Taiwanese Society of Biomedical Engineers


Image Processing

  • Familiar with C++/Java development
  • 5+ years experience in OpenCV development
  • 6+ months experience in Image-J plug-in development

Deep Learning

  • 2 year experience in Python
  • 2 year experience in Tensorflow 
  • 6+ months experience in Tensorflow-Lite

Other

  • 3+ years experience in Android development
  • TOEIC : 850 (2019)