Yi Chun Lin
About Yi Chun Lin
Yi Chun Lin is a Data Scientist and Senior Project Engineer at Acer, with a background in mathematics and extensive experience in data science and engineering. He has worked on various projects involving algorithm development and public opinion analysis, and holds a Ph.D. in Engineering from National Taiwan University.
Work at Acer
Yi Chun Lin has been employed at Acer as a Data Scientist (Senior Project Engineer) since 2020. In this role, he focuses on data analysis and project engineering, contributing to various initiatives within the company. His work involves leveraging data science techniques to enhance operational efficiency and support decision-making processes.
Previous Experience in Data Science and Engineering
Prior to joining Acer, Yi Chun Lin worked at TECO Electric & Machinery Co., Ltd. as a Data Scientist (Research Associate) from 2018 to 2020. He also held a position at North America Intellectual Property Corporation as a Patent Engineer from 2015 to 2017. Earlier in his career, he worked as a Software Engineer at SYSTEX for one year in 2005 and served as a Research Assistant at National Cheng-Chi University in the Department of Statistics from 2006 to 2007.
Education and Expertise
Yi Chun Lin holds a Doctor of Philosophy (Ph.D.) in Engineering from National Taiwan University, which he completed from 2007 to 2014. He also earned a Master's Degree in Mathematics from National Central University from 2003 to 2005, and a Bachelor's Degree in Mathematics from the same institution from 1999 to 2003. His educational background provides a strong foundation in quantitative analysis and research methodologies.
Research and Development Projects
Yi Chun Lin has been involved in several research and development projects throughout his career. He developed a public opinion text data analysis project utilizing natural language processing (NLP) techniques, which included creating a crawler algorithm and an automatic text labeling algorithm. He also retrained a BERT model to establish a new named entity recognition (NER) model aimed at identifying disease-related terms.
Patents and Innovations
Yi Chun Lin currently has two invention patents in the application process, which are related to medical and tele-health frameworks. His work includes the design of a tele-healthy framework that integrates pharmacies and addresses cross-country medication access, showcasing his commitment to advancing healthcare technology.