Majoring in data mining and database system, I am taught to grow into a person with positive attitude and willing to learn and progress. Being an active, creative and innovative member in a team, I can always provide different ideas through brainstorming. With numerous experiences and a great ability to deal with problem solving, I have strong determination to succeed and hope to make a contribution to every opportunity.
Data Engineer
Hsinchu, TW
[email protected]
Responsibility
Served as an internship mentor, leading 2 project members to build a machine learning model of License Plate Recognition System and implementing access control framework. Initially, we collected license plate dataset with labels and trained one CNN model for locating plates and another RNN model to recognize plate numbers. Then, we developed Flask APIs to receive video frames from web cams, calculating edit distance as similarity between predicted plate numbers and those from company database. Finally, we could control the entrance gate by checking whether the vehicle owner is our employee. Our system’s prediction accuracy reached 90% in the examination.
Responsibility
To collect food safety news and its attachments, I developed 23 crawlers for 22 Departments of Public Health in Taiwan and 1 Gmail account inbox. The crawled text was processed to alert schools to the use of illegal ingredients. Since the program structure and syntax in above 22 web crawlers was alike and reusable, I created a Github project and committed all my codes for someone’s need in crawling Taiwanese Government official sites.
System Administrator (National Tsing Hua University Publisher)
Director of Network Administration (Campus Network Association)