Profile 03 00@2x 0f8539d7f013fd11030f4f7a7b97caf8c2dc5732bc61cba71764f3365c568794

Wei, Lin-Hung  魏琳鴻

Skills


Data Science

  • Data Crawler
    (mainly from Social Media)
  • Data Preprocessing
  • Machine Learning Algorithms
  • Model Building
  • Data Visualization


Python Package 

  • Jyputer (IPython) Notebook
  • Pandas 
  • Natural Language Toolkit
  • NumPy
  • scikit-learn
  • matplotlib
  • Plotly


Others

  • Website
    • HTML, CSS, JavaScript, jQuery, Bootstrap, Flask, PHP
  • iOS 
    • Objective-C
  • Version Control 
    • Git
  • Database 
    • MySQL, MongoDB, IBM DB2, Elasticsearch

Education

National Tsing Hua University, Taiwan | Sep. 2014 - Jan. 2018

Master of Science in Computer Science

Thesis: Introduce Phonological Features into Mental Illness Detection on Social Networks

IDEA Laboratory: https://idea.cs.nthu.edu.tw/

Experiences 00 00@2x 504900dc09d82f711fdb54cf5763251cab5193a844856da978b2b8f3907ecd5a

Linköping University, Sweden | Aug. 2016 - June 2017

Exchange Student Program

Experiences 00 01@2x 6daa47d1df70d315f129dcecdd562003831581c4cdd8f9c819aa22d4a24ae150

National Taiwan Ocean University, Taiwan | Sep. 2010 - June 2014

Bachelor of Science in Computer Science

Experiences 00 02@2x d08cb731546334ac3e784c5845e368719bba256a127be86e720a634d798b8bb9

Projects                                               Experience

Database Techniques of LTE Mobility Performance Testing on High Speed Train

  • Cooperated with Industrial Technology Research Institute.
  • Using IBM DB2 and Python and focused on two-tier structure design and streaming data collection in time. 

Advertisement Click-Through Rate (CTR) Prediction on Mobiles

  • A competition held by Kaggle Avazu and the final rank is 296 (out of 1604).

National Taiwan Ocean University Mobile

  • An application developed in Objective-C and focuses on providing student many useful functions to promote the quality of school life.
  • You can find it here.

IDEA Laboratory | Sep. 2015 - Jan. 2016

Teacher Assistant of Advanced Database System

  • Student learning progress monitoring
  • Examination and homework setting

Trend Micro | July 2015 - Sep. 2015

R&D Engineering Intern
  • Customer data collection
  • Costumers behavior analytics

Tsing Hua Journal of Chinese Studies | Sep. 2014 - Sep. 2015

Website Administrator
  • Database maintaining


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