CHUN-CHIA LAI
Algorithm Developer
Taipei,Taiwan
Summary
Innovative Artificial Intelligence Engineer possessing strong mathematical skills and detailed knowledge of machine learning evaluation metrics and best practices. Offering 6+ years of experience creating programs and algorithms to enable machines to take actions without being directed. Expertise in predictive analysis, computational statistics, robotics and psychology. Logical and detailed professional with exceptional Python coding and typed language skills such C++ and C#.
Overview
3
3
Certifications
11
11
years of post-secondary education
9
9
years of professional experience
Work History
Data Scientist
Cathay Financial Holdings Ltd
Taipei, Taiwan
06.2019 - Current
- Collaborated with internal stakeholders, identifying and gathering analytical requirements for customer, product and projects needs.
- Applied statistical techniques and psychology to interpret key points from gathered data.
- Developed a recommender system using machine learning algorithms, and increased the click-through rate by 2 times.
- Designed a AB test process to evaluate the recommender system and algorithms to calculate the metric.
AIoT Development Engineer
Industrial Technology Research Institute
Hsinchu, Taiwan
05.2017 - 06.2019
- Applied theoretical expertise and innovation to create the product that is the first shown in Taiwan.
- Implemented Just Walk Out Technology, which would change consumer behavior, by using a combination of machine learning, computer vision, and sensors.
- Designed the rack to equip sensors and programmed with OpenCV to automate image recognition.
Software Engineer
FS-TECH company Ltd
Tainan, Taiwan
01.2015 - 05.2017
- Worked with software development and testing team members to design and develop robust solutions to meet client requirements for functionality, scalability and performance.
- Programmed dynamic-link libraries to assist clients in data extraction, transformation and loading for improving their progress of industry 4.0.
- Designed GUI interface to check the status of the system environment installation and to decrease the time of finding problems for FAE engineers.
- Tested the accuracy and stability of the automatic virtual metrology system.
Research Assistant
National Taipei University of Technology
Taipei, Taiwan
03.2011 - 04.2013
- Planned, modified and executed research techniques, procedures and tests.
- Prepared materials for reports, presentations and submission papers to international journal publications.
- Worked both independently and collaboratively in fast-paced laboratory environment.
- Worked with principal investigators to cooperate research into service robot.
Education
Master of Science - Automation Technology
National Taipei University of Technology
Taipei, Taiwan 09.2010 - 06.2013
No Degree - Automatic Control
Tainan Vocational Training Center
Tainan, Taiwan 01.2009 - 06.2009
Master of Science - Psychology
Chun Yuan Christian University
Zhongli, Taiwan 09.2004 - 01.2009
Bachelor of Science - Psychology
Chun Yuan Christian University
09.2000 - 06.2004
Skills
Statistical analysis
Additional Information
Published conference papers
- Learning Collision-Free Reaching Skill from Primitives (IROS, 2012)(EI index)
- Robot reaching movement synthesis by human demonstration (ICCSE, 2012)(EI
index)
Patent
- “Storage device and storage method” (https://twpat4.tipo.gov.tw/tipotwoc/tipotwkm?!!FR_I675331)
Prize
- The excellent master’s dissertation in Robotics Society of Taiwan
Certification
Robotics Software Engineer Training
Timeline
Robotics Software Engineer Training
07-2021
Data Scientist
Cathay Financial Holdings Ltd
06.2019 - Current
Big Data Analyst License
02-2018
AIoT Development Engineer
Industrial Technology Research Institute
05.2017 - 06.2019
Machine Learning Training
04-2016
Software Engineer
FS-TECH company Ltd
01.2015 - 05.2017
Research Assistant
National Taipei University of Technology
03.2011 - 04.2013
Master of Science - Automation Technology
National Taipei University of Technology
09.2010 - 06.2013
No Degree - Automatic Control
Tainan Vocational Training Center
01.2009 - 06.2009
Master of Science - Psychology
Chun Yuan Christian University
09.2004 - 01.2009
Bachelor of Science - Psychology
Chun Yuan Christian University
09.2000 - 06.2004
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