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Definition of Reputation Credits
徐郅暐
Experienced at Data Visualization, Web Scraping, Statistical Inference, Data Mining, and Machine Learning.
Education
國立政治大學 - 統計學系 碩士, 2010/09 ~ 2012/06
國立中興大學 - 應用數學系 學士, 2006/09 ~ 2010/06
Experience
Data scientist SHOPLINE Jan 2019 ~ Aug 2019
Dashboard product planning and design.
Internal data requirement analysis.
Data scientist Unistar Corp. Mar 2017 ~ Jan 2019
Data Mining
Present detailed reports to answer business or operational questions
Analysis customers conversion rate by Google Analytics.
User segmentation to solving complex ad-hoc projects based on company requirements.
Use click tracking (Frequent Sequence Mining) to improving user experience.
To extract data insights and visualization plots to make recommendations.
Risk Control
Calculate theoretically probability
Randomized trial Testing
Customer profit monitoring by monte carlo method
Business Intelligence Unistar Corp. Apr 2016 ~ Mar 2017
Gather and analyze business requirements from planning department.
Designed and implemented data warehousing project.
Building business Intelligence dashboard by Tableau.
Data Analyst Softstar Entertainment Inc. Jun 2015 - Mar 2016
Co-working with PM translate the goals into a data mining problem definition.
Analyzed game (明星志願、魔女異聞錄) related data via exploratory data analysis discover initial insights to understanding game progression and cluster groups (Kohonen maps, k-Means) for classify different potential customer.
Write well-organized reports, prepare impressive slides for presentations.
Skills
Knowledge : Business Intelligence、Data Modeling、Machine Learning 、Data Mining 、Data Visualization
Statistical Data Analysis 、Web Crawling、SQL
Tools : R、Python、SPSS、Oracle、SQL Server、Excel、Big Query、Sparklyr
徐郅暐
Experienced at Data Visualization, Web Scraping, Statistical Inference, Data Mining, and Machine Learning.
Education
國立政治大學 - 統計學系 碩士, 2010/09 ~ 2012/06
國立中興大學 - 應用數學系 學士, 2006/09 ~ 2010/06
Experience
Data scientist SHOPLINE Jan 2019 ~ Aug 2019
Dashboard product planning and design.
Internal data requirement analysis.
Data scientist Unistar Corp. Mar 2017 ~ Jan 2019
Data Mining
Present detailed reports to answer business or operational questions
Analysis customers conversion rate by Google Analytics.
User segmentation to solving complex ad-hoc projects based on company requirements.
Use click tracking (Frequent Sequence Mining) to improving user experience.
To extract data insights and visualization plots to make recommendations.
Risk Control
Calculate theoretically probability
Randomized trial Testing
Customer profit monitoring by monte carlo method
Business Intelligence Unistar Corp. Apr 2016 ~ Mar 2017
Gather and analyze business requirements from planning department.
Designed and implemented data warehousing project.
Building business Intelligence dashboard by Tableau.
Data Analyst Softstar Entertainment Inc. Jun 2015 - Mar 2016
Co-working with PM translate the goals into a data mining problem definition.
Analyzed game (明星志願、魔女異聞錄) related data via exploratory data analysis discover initial insights to understanding game progression and cluster groups (Kohonen maps, k-Means) for classify different potential customer.
Write well-organized reports, prepare impressive slides for presentations.
Skills
Knowledge : Business Intelligence、Data Modeling、Machine Learning 、Data Mining 、Data Visualization
Statistical Data Analysis 、Web Crawling、SQL
Tools : R、Python、SPSS、Oracle、SQL Server、Excel、Big Query、Sparklyr