I2iwhtuslqnepoaqyktc

林詠萱, Yung-Hsuan Lin(Sharon)

資料工程師、資料科學家  •  Taipei,TW  •  [email protected]

我有三年的 數據分析經驗,透過數據分析和相關人訪談,我已經幫助許多產業改善他們的產業問題。

Skills


Python

Data Clean (pandas), 

Crawler(beautifulsoup)

Machine Learning(keras;tensorflow),

pyspark(sparkSQL;MLlib),

Geodata(geopandas;shapely)

Django


Hadoop

Hadoop Cluster Maintenance and Management 

High availability and Disaster recovery Experience.

Computational Performance Tuning

AWS Continuous Integration 

Spark pipeline

Familiar with Linux development environments 


R/Stata/SAS/SPSS

Regression Analysis

Time Series Analysis

Survival Analysis

Survey Data encoding

Linear Regression Categorical Regression


Data Base

RDBMS (MySQL,MSSQL), 

JDBC,

MongoDB



Languages:

Native Mandarin speaker, Fluent in Taiwanese and English


Work Experience

Academia Sinica, Institute of Economics, Research Assistant, Mar 2018 ~ Mar 2019

1. Projects

  • Metrics, Models and Foresight for European SUStainable Food And Nutrition Security
  • Health economic impacts under Climate change
2. Duties
  • Survey executive, data process, and modeling.
  • Clean data and Modeling the issue to estimate the present damage and predict the future situation.

Food Industry Research and Development Institute, Economics and Statistics Group, Associate Research Scientist, Mar 2016 ~ Feb 2018

1. Projects

  • Supply chain of swine. 2016-2018
  • Beverage industry research. 2016 - 2018
  • Elder eating. 2017 - 2018
  • Three community websites construction related to food, beverage. 2016 - 2018

2. Duties
  • Collect and analysis data of market trends to make project proposals and reports.
  • Fields include supply chain, market value estimate, new product development, customer relationship analysis.
  • Qualitative research of prospects.
  • Cooperate with engineer to conduct framework of 3 websites, including user experiences adjustment and background interface design.

National Chung Hsing University Taichung, Taiwan, Research Assistant, Jan 2015 ~ Dec 2016

journals contribute to the guidance of lab research and writing.

Education

Institute for Information Industry(III) training class, Jun 2019 ~ 

Projects : Warning System for Variation of House Pricing in The Greater Taipei Area 

Duties : Clean data, constructing runtime system, modeling the issue to estimate the present house price and predict the future house price variation. 

National Chung Hsing University Taichung, MS , Applied Economics, 2013 ~ 2015

Thesis: Analysis of Trade Patterns and Duration: Evidence from Food Industries between the OECD countries. Advisor: Prof. Kuo-I Chang. 


Best Award of Article in the Rural Economy Society of Taiwan Conference.& Best Master Thesis in Rural Economy Society of Taiwan certification in 2015 Best Master Thesis competition. 

National Tsinghua University, BA, Economics, 2008 ~ 2012

Powered by CakeResumePowered by CakeResume
Powered by CakeResumePowered by CakeResume