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Kim Chen is listed as Data Analyst based in New Taipei City, New Taipei City, Taiwan, Province Of China. AeroLeads shows a matched LinkedIn profile for Kim Chen.
Kim Chen previously worked as Data Analyst at Line Taxi and Member at Ntu Data Analytics Club. Kim Chen holds Master'S Degree, Statistics from 國立臺北大學National Taipei University.
LINE GO Data Analyst1. Data Product Development(1) Data Products：Surge Price, Heat Map(2) Responsibilities：Problem decomposition and data objective definition → Establishing data indicators → Data integration and processing → Effectiveness testing of data products → Creating visual dashboards → Demonstrating business effectiveness of data products → Optimizing data products2. Machine Learning(1) Heat Map: LSTM model(2) Taichung Potential Riding Area Clustering, SurveyCake High-Value Customer Development Project:：K-Means clustering model(3) Life-Matcher App (Silver Award in the Ministry of the Interior Open Data Innovation Application Competition): Developed a 'Diverse Life Matching' model3. Data Analysis Tools(1) Programming Languages: R, Python, MATLAB(2) Database Languages: BigQuery, MSSQL, Access(3) Data Visualization Tools: Looker Studio, Tableau(4) Statistical Analysis Systems: SAS, Weka
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1.'Surge Price' Data Product- Objective：Address supply-demand imbalance during peak hours (high demand, low driver availability) by adjusting fare prices to suppress demand, increase supply, balance supply and demand, and enhance revenue.- Approach：Calculated the supply-demand ratio and established a 'Supply-Demand Activation Formula' based on historical.
Taipei City, Taiwan
- Produce 10 different industry analysis reports, provide hundreds of corporate customers to understand community trends.- The industries analyzed include refrigerators, live broadcast platforms, energy issues, multiple taxis, electric vehicles, Podcasts, shared locomotives, cookware, delivery platforms, kitchen appliances.- Wrote 31 community analysis.
Thesis：Clustering Application of Mixed Data Projection Method
- Received four academic excellence awards - Big Data Program - Marketing Program - Data Decision Program - Undergraduate Senior Project.
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Kim Chen is listed as Data Analyst.
Kim Chen is based in New Taipei City, New Taipei City, Taiwan, Province Of China.
Kim Chen has worked for Line Taxi, Ntu Data Analytics Club, Build Up Booster 人才加速器, and Eland Information.
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Kim Chen holds Master'S Degree, Statistics from 國立臺北大學National Taipei University.
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