Data Scientist at MIGO Corp, 2017/09 - Now

Data Consultant Manager (2022 ~)

• Provide a clear objective and plan-of-action based on the goals of company.
  
• Managing a team of 2 Analysts to execute analytical project, optimize analysis process, provide actionable insights. 

• Convert business problem into a data problem, and provide data-driven solution strategy from data architecture to analytical solution outcomes.

End-to-End Data Consultant For Retail Brands

• Define business problem and deliver insights, and actionable strategies  
  
• Built-up Dashboard to help improve marketing strategies
  
• Developed actionable segmentation model for CRM team to improve marketing campaign
• Design customer's tag, including purchase behavior, media preference, NES etc ..

With Data Integration Experience

• Integrated customer's data from internal and external source in retail industry to develop Customer Data Platform(CDP)
  
• Bulit ETL pipeline from raw data to analytical datamart automatically, which simplified process of analysis and enhanced effectiveness of data analysis. 
• Tools：Bitbucket / Digdag / Bigquery

 Tools: GCP (Bigquery/ Data Studio)  R/ Rmarkdown/ Shiny/ Python

Data Analyst Intern at Whoscall, 2015/03 - 2016/06

• User Behavior Analysis：Analyzing and extracting valuable information from call log dataset to help product team to realize user's behavior. 
• Prediction Models : Buildin the Machine Lclassifiers with 83% accuracy rate to predict user profiles based on GLM, SVM and Bayesian models with R packages. 
• Dashboard : Co-operate with server team to build up campaign performance dashboard with Spark and R to release the loading of routine reports from engineer.
  

Data Analyst Intern at DSP智庫驅動, 2016

• Energy Research Project : Introducing the insights from demographic information and its energy consumption in Taipei to Storm Media to conduct field research. 
• R Lecturer : In charge of R Lecturer to share data visualization step by step, and required 80% of satisfaction.