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I believe that applying data analytics in a careful way can make the work more efficient and brilliant; implementing it in a holistic way can make this world better.

Exchange Student
[Related Courses] 
Stochastic methods, Relational marketing (Google Analytics) 

University of Padova

[Research Topic]  Advisor: Prof. Galit Shmueli 
Performance of tree algorithms on imbalanced data under different sampling strategies 
[Related Courses] 
Business Analytics using Computational Statistics, Business Analytics using Data Mining, Business Analytics using Forecasting, Text Mining 

[Related Projects]
How busy will my restaurant be tomorrow? (iCHEF, POS system company) 
- Brainstormed what business goals can be achieved through the data collected via iCHEF POS system. Forecasted the daily number of customers in each restaurant using R.

Improving Road Safety by Profiling Different Accident Type (Data Taipei)
- Used open data.
- Explained the multiple classes problem using Decision Tree algorithm in R.
- Completed the data mining project from zero to one.

National Tsing Hua University

Academic: GPA 3.87 / 4.30, Ranking 19 / 108  Self-motivated to take extra 24 credits from 6 departments.


National Tsing Hua University Taiwan

Tsinghua University (Beijing, China)

Data Analytics | Data Application | Product Management

Chen Hsing-Chun

ActiveFence

Freelance Engineer

- Conduct industrial data analytics projects :
 understand domain knowledge, do data exploration, make hypothesis and validation, define business and data analytics goals, plan and realize data applications.

- Manage two data related products: from business model canvas to user story, product function design. 

- Manage an online data application: set up an alarm system and an Plan-Do-Check-Act cycle

Dalabx 紫式大數據股份有限公司

Data Analyst

- Conducted data science, data application and data engineering projects.
- Evaluated and planed for the projects using data science and design thinking methods.
- Certified as Google Cloud Professional Data Engineer and Cloud Architect 
- 2019 Google Summit Speaker: An AI solution built with machine learning and design thinking.

[ Contest Award ]
- 2019.09 Freeway Taiwan,  ETC for Data Application -  Honorable Mention Award (佳作)
- 2019.06 ChunghwaPost Co., Ltd Big Data Contest - Excellent Award (優等獎)

思想科技 Master Concept

Data Engineer

Internship in Customer Management Department
- Conducted machine learning prediction of customers using R, getting the precision around 5.5% for the
dataset with 1.5% imbalanced ratio. 
- Improved the data collection system of the bank’s web.


Cathay United Bank

Data Analyst Intern

Audited 3 companies and learned to find underlying interesting information carefully. 

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