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职场能力评价定义
Chun-Chia, Lai
Algorithm developer
- 5+ years in algorithm development such as image classification, recommender system and machine learning
- Professions: robot motion planning, robot skill learning, psychology
- Skills : C++, C#, Python, MATLAB, SPSS
- Achievement : developing an insurance recommender system, building a store like Amazon Go
- Personality : willing to accept challenges, to learn new technology and have a strong learning ability
Taipei, Taiwan
WORK EXPERIENCE
六月 2019 - Present
Data Scientist, Cathay Financial Holdings Ltd.
• Developed the recommendation system for insurance goods, and was responsible for the development of the recommendation algorithm and the writing of the code. The click through rate after the recommendation is about two times higher than that without the recommendation.
• Analyzed digital behavior data and credit card consumption behavior to assist the business side to make decisions.
五月 2017 - 六月 2019
System Development Engineer, Industrial Technology Research Institute
• Build the future store in Taiwan, mainly responsible for hardware and software integration and algorithm development.
• Modified design of commodity display rack, planned and set of microcontrollers and sensors, and functional development and integration of each sensor.
• Completed the shelves with image identification, weight identification and distance identification functions, and an established future store.
一月 2015 - 五月 2017
Software Engineer, FS-TECH company Ltd.
• Provided manufacturers with automatic programs to analyze machine data and import data to databases, so as to promote the process of Industry 4.0. It has been used in major factories.
• Optimized the performance of data imports and decreased 1 million entries from 3,000 seconds to 10 seconds.
• Developed a product installation check tool based on the Windows Form interface, which can provide on-site technical support personnel to quickly verify that the required applications for the system are properly installed.
三月 2011 - 四月 2013
Research Assistant (part-time), National Taipei University of Technology.
• Implemented the National Science Council program, "Adaptive Task Planning and Control of Assistive Robots – subproject 1 : Research and Design of Robot Skill Learning"
• Literature searching, proposal writing, algorithm development, progress report and results publication.
EDUCATION
National Taipei University of Technology, Taipei, Taiwan
MSc in Automation Technology
Master’s thesis: Robot skill learning: concatenation of motion blocks for complex tasks
2010 - 2013
Chun Yuan Christian University, Zhongli, Taiwan
MSc in Psychology
Master’s thesis: The relationship between optimistic bias and unsafe behaviors in Chinese organizations – The Example of Manufacture Operator
2004 - 2009
Chun Yuan Christian University, Zhongli, Taiwan
BSc in Psychology
2000 - 2004
Chun-Chia, Lai
Algorithm developer
- 5+ years in algorithm development such as image classification, recommender system and machine learning
- Professions: robot motion planning, robot skill learning, psychology
- Skills : C++, C#, Python, MATLAB, SPSS
- Achievement : developing an insurance recommender system, building a store like Amazon Go
- Personality : willing to accept challenges, to learn new technology and have a strong learning ability
Taipei, Taiwan
WORK EXPERIENCE
六月 2019 - Present
Data Scientist, Cathay Financial Holdings Ltd.
• Developed the recommendation system for insurance goods, and was responsible for the development of the recommendation algorithm and the writing of the code. The click through rate after the recommendation is about two times higher than that without the recommendation.
• Analyzed digital behavior data and credit card consumption behavior to assist the business side to make decisions.
五月 2017 - 六月 2019
System Development Engineer, Industrial Technology Research Institute
• Build the future store in Taiwan, mainly responsible for hardware and software integration and algorithm development.
• Modified design of commodity display rack, planned and set of microcontrollers and sensors, and functional development and integration of each sensor.
• Completed the shelves with image identification, weight identification and distance identification functions, and an established future store.
一月 2015 - 五月 2017
Software Engineer, FS-TECH company Ltd.
• Provided manufacturers with automatic programs to analyze machine data and import data to databases, so as to promote the process of Industry 4.0. It has been used in major factories.
• Optimized the performance of data imports and decreased 1 million entries from 3,000 seconds to 10 seconds.
• Developed a product installation check tool based on the Windows Form interface, which can provide on-site technical support personnel to quickly verify that the required applications for the system are properly installed.
三月 2011 - 四月 2013
Research Assistant (part-time), National Taipei University of Technology.
• Implemented the National Science Council program, "Adaptive Task Planning and Control of Assistive Robots – subproject 1 : Research and Design of Robot Skill Learning"
• Literature searching, proposal writing, algorithm development, progress report and results publication.
EDUCATION
National Taipei University of Technology, Taipei, Taiwan
MSc in Automation Technology
Master’s thesis: Robot skill learning: concatenation of motion blocks for complex tasks
2010 - 2013
Chun Yuan Christian University, Zhongli, Taiwan
MSc in Psychology
Master’s thesis: The relationship between optimistic bias and unsafe behaviors in Chinese organizations – The Example of Manufacture Operator
2004 - 2009
Chun Yuan Christian University, Zhongli, Taiwan
BSc in Psychology
2000 - 2004