Experience

Dcard

• Taiwan
• Information Services
• 100 - 200 Employee

• Data Analyst

  • Oct 2022 - Present

  - Develop and maintain product metrics framework - Design and conduct online controlled experiments - Conduct exploratory data analysis and translate data into actionable insights - Data visualization and reporting - Develop and maintain product metrics framework - Design and conduct online controlled experiments - Conduct exploratory data analysis and translate data into actionable insights - Data visualization and reporting



Snapask

• Taiwan
• E-learning
• 1 - 100 Employee

• Data Scientist

  • Jun 2021 - Aug 2022

  Being responsible for the online learning platform and the digital magazine. - Aligned product goals with PM, designed product metrics, and conducted tracking plans. - Conducted user behavior analysis and identified the key behavior highly correlated with churn. - Cooperated closely with UX researchers to construct hypotheses from quantitative insights, find suitable participants for user interviews, and build user persona. - Built funnel analysis and targeted the breakpoints and leaks within the user journey. - Developed and maintained 20+ user-friendly dashboards for various functional teams. - Optimized tutor/student matching system to decrease invalid rate by 20%. - Introduced A/B testing methodologies to the product team and started to plan the first A/B testing project with PM. Show less



Fu Jen Catholic University

• Taiwan
• Higher Education
• 400 - 500 Employee

• Lecturer

  • Mar 2022 - Mar 2022

  Lectured in Web Crawling, Data Visualization, and Machine Learning for 20+ teaching hours in FJU Big Data and Data Science Program. Lectured in Web Crawling, Data Visualization, and Machine Learning for 20+ teaching hours in FJU Big Data and Data Science Program.



歐可達數據科技有限公司

• Taipei City, Taiwan

• Data Analytics Engineer

  • Oct 2019 - Jan 2021

  Being responsible for developing customer analysis module for CDP(customer data platform). - Identified high-value customers by using RFM model and K-means clustering algorithm. - Conducted customer analysis and identified the purchase pattern of customers. - Developed the customer value evaluation module to calculate LTV, retention rate, etc. - Developed web crawler to collect data from various social media sites. Being responsible for developing customer analysis module for CDP(customer data platform). - Identified high-value customers by using RFM model and K-means clustering algorithm. - Conducted customer analysis and identified the purchase pattern of customers. - Developed the customer value evaluation module to calculate LTV, retention rate, etc. - Developed web crawler to collect data from various social media sites.