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.