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Kim Chen Email & Phone Number
Data Scientist
at
東南旅行社 - South East Travel Service
LinkedIn matched
✓ Verified August 2026
3 data sources
Profile completeness 86%
Current company
Role
Data Scientist
Location
New Taipei City, Taiwan, Province of China
Company size
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Quick answer
Kim Chen is listed as Data Scientist at 東南旅行社 - South East Travel Service, a with 141 employees, based in 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.
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東南旅行社 - South East Travel Service
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Profile bio
About Kim Chen
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
Current workplace
Kim Chen's current company
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東南旅行社 - South East Travel Service
5 roles
Kim Chen work experience
A career timeline built from the work history available for this profile.
Data Analyst
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 driver acceptance behavior and user acceptance of fare multipliers at various times and locations. Integrated real-time updates for dynamic fare multipliers.2.'Heat Map' Data Product- Objective：Address issues during off-peak hours where some areas have excess drivers (demand < supply) and some have low matching rates (demand > supply) by guiding drivers to areas with insufficient supply through a heat map.- Approach：Predicted demand using an LSTM model, combined with real-time supply data to calculate the 'Supply-Demand Ratio' as an indicator of supply-demand status. Displayed this information on the heat map with varying colors based on the supply insufficiency standard at different times.3. Data Research- Conducted studies on low-wage driver issues- Difficulty in getting rides- Trip declines post-New Year- Potential riding areas in Taichung4. Managed data integration, established data indicators, and created observation reports for new service launches- LINE GO car rental service
Mar 2022 - Jun 2024
Member
Sep 2021 - Jun 2022
Mentee
Sep 2021 - Dec 2021
Community Data Analysis Intern
Eland Information
- 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 news releases and received more than 50 media reposts.- Participate in the cooperative planning of the morning health platform, establish a health industry database, and conduct word-of-mouth analysis on 159 high-volume brands.
Mar 2020 - Sep 2021
2 education records
Kim Chen education
Master'S Degree, Statistics
Bachelor'S Degree, Statistics
FAQ
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What company does Kim Chen work for?
Kim Chen works for 東南旅行社 - South East Travel Service.
What is Kim Chen's role at 東南旅行社 - South East Travel Service?
Kim Chen is listed as Data Scientist at 東南旅行社 - South East Travel Service.
Where is Kim Chen based?
Kim Chen is based in New Taipei City, Taiwan, Province of China while working with 東南旅行社 - South East Travel Service.
What companies has Kim Chen worked for?
Kim Chen has worked for 東南旅行社 - South East Travel Service, Line Taxi, Ntu Data Analytics Club, Build Up Booster 人才加速器, and Eland Information.
How can I contact Kim Chen?
You can use AeroLeads to view verified contact signals for Kim Chen at 東南旅行社 - South East Travel Service, including work email, phone, and LinkedIn data when available.
What schools did Kim Chen attend?
Kim Chen holds Master'S Degree, Statistics from 國立臺北大學National Taipei University.
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