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职场能力评价定义
Kai-Chun Lin
AI Engineering /Data Scientist
Committed to Artificial Intelligence Engineer and certified in the industrial field. 3 years of experience in evaluating existing machine learning (ML) and deep learning (DL) processes. Conduct data collection, statistical analysis and build AI models to solve problems in the production line. Enhance accuracy of software's predictive automation capabilities. Using AI model to Increase production capacity and reduce costs, such as defect detection, equipment health assessment and health warning. Extensive knowledge of ML frameworks, libraries and data structures. Collaborative team player possessing first-rate problem-solving and collaboration capabilities.
Focus on the following areas:
1. Develop machine learning and deep learning algorithm and application
2. Machine Vision and Image Processing Field
3. Big data analysis and data engineering
phone: 0987318881(TW)/ 13509634364(CN) Email [email protected]
Work Experiment
Artificial Intelligence Engineer
Foxconn Technology Group
Sep 2018 - Present
Taipei, Taiwan
- Designed machine learning systems and self-running artificial intelligence (AI) software to automate predictive models in the industrial field.
- Utilized data modeling and evaluation strategies to find patterns and predict unseen instances.
- Gathered requirements and developed project plans.
- Investigated available resources to develop more useful project plans.
Project:
1. Defect Detection: Use image processing and deep learning method to detect the defect on the product, including wheel, mobile phone, oil pump.
2. Equipment health assessment and early warning
3. Knife life prediction and abrasive wheel life prediction
4. Processing system parameter optimization
5. Artificial Intelligient Platform development. Frontend: Vue.js. Backend: Django, Python
Education
2016 - 2018
National Central University
Computer Science And Engineering
2012 - 2016
Yuan Ze University
Computer Science And Engineering
Skill
Deep learning
- Tensorflow
- Keras
- Pytorch
- CNN/NN
Programming language
- python
- JAVA
- C++
- OS：Linux/Mac
Image Processing
- OpenCV
- Object Detection and Segmentation
- Image Classification
- AOI
Kai-Chun Lin
AI Engineering /Data Scientist
Committed to Artificial Intelligence Engineer and certified in the industrial field. 3 years of experience in evaluating existing machine learning (ML) and deep learning (DL) processes. Conduct data collection, statistical analysis and build AI models to solve problems in the production line. Enhance accuracy of software's predictive automation capabilities. Using AI model to Increase production capacity and reduce costs, such as defect detection, equipment health assessment and health warning. Extensive knowledge of ML frameworks, libraries and data structures. Collaborative team player possessing first-rate problem-solving and collaboration capabilities.
Focus on the following areas:
1. Develop machine learning and deep learning algorithm and application
2. Machine Vision and Image Processing Field
3. Big data analysis and data engineering
phone: 0987318881(TW)/ 13509634364(CN) Email [email protected]
Work Experiment
Artificial Intelligence Engineer
Foxconn Technology Group
Sep 2018 - Present
Taipei, Taiwan
- Designed machine learning systems and self-running artificial intelligence (AI) software to automate predictive models in the industrial field.
- Utilized data modeling and evaluation strategies to find patterns and predict unseen instances.
- Gathered requirements and developed project plans.
- Investigated available resources to develop more useful project plans.
Project:
1. Defect Detection: Use image processing and deep learning method to detect the defect on the product, including wheel, mobile phone, oil pump.
2. Equipment health assessment and early warning
3. Knife life prediction and abrasive wheel life prediction
4. Processing system parameter optimization
5. Artificial Intelligient Platform development. Frontend: Vue.js. Backend: Django, Python
Education
2016 - 2018
National Central University
Computer Science And Engineering
2012 - 2016
Yuan Ze University
Computer Science And Engineering
Skill
Deep learning
- Tensorflow
- Keras
- Pytorch
- CNN/NN
Programming language
- python
- JAVA
- C++
- OS：Linux/Mac
Image Processing
- OpenCV
- Object Detection and Segmentation
- Image Classification
- AOI