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.