Technical Manager (AIoT)
ASMPT Singapore Pte. Ltd.
Singapore, Singapore
Yiping holds a master’s degree in data analytics, and she is currently working as a technical manager in ASMPT Singapore. Yiping developed an interest in Mathematics since young, and she took the advice from her Mathematics teacher in high school to study Statistics in her university. After 3 years of hard work, she graduated from National University of Singapore with a bachelor’s degree in Statistics. She then started her career as a data analyst in a market research agency, where she was exposed to many different types of projects, such as campaign studies, new product deployment studies and public perception studies. Although the agency life was tough because everyone was chasing after the short timeline, Yiping enjoyed the times when she found interesting insights from the survey data and those insights helped her clients to improve the products or the policies. In 2018, Yiping joined ASMPT Singapore because she wanted to experience different kinds of analytics. For example, she worked on a sales forecast project where her team developed a machine learning model that reduced the forecast error to below 5%. She is now working on a more exciting project where her team is developing an AIoT ecosystem to do real-time quality prediction and anomaly detection using the process signals streamed out from Wire Bonder equipment. She also took up a part-time master’s course in 2022, and graduated from Singapore Management University with a master’s degree in data analytics in April this year.
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How AI Driven Analytics Can Be Applied in Smart Manufacturing Backend Environment
Wednesday, July 10, 2024
12:20pm – 12:40pm PDT