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Huang Lin Kai

NLP, ML / DM , Data Science
TW  •  [email protected]

Education

National Tsing Hua University  (2020.9 - 2022.1)

M.S IN COMPUTER SCIENCE

• NLP Lab. 

• GPA: 4.08/4.3 

• Thesis Topic: Automatic Vocabulary Question Generation in Reading Comprehension 


National Chengchi University (2013.9 - 2017.6)

B.S IN COMPUTER SCIENCE

Experience

Teaching Assistant in NLP Lab. Course @ NATIONAL TSING HUA UNIVERSITY  (2021.9 - 2022.1)

 • Design assignments in the field of NLP every week.


Software Engineer - Intern @ UNITED DAILY NEWS GROUP   (2021.8 - 2021.11)

• Developed a Google Add-on to point out the wrong words and give advice.


Big Data Analysis Engineer - Intern @ DELTA ELECTRONICS   (2020.8 - 2020.9)

• Extracted features for fake news detection and find out which one is useful for this task. 

• Got Best Achievement Award of all interns.


Software Engineer - Full Time @ NEW KINPO GROUP   (2018.3 - 2019.10)

 • Speech Recognition - got 8% wer in Taglish and 9% wer in noise environment. 

• Task-oriented Chatbot - got at least 99.6% accuracy on4-to-26 intends classification and called corresponding APIs to give users proper responses. 

• Visual SLAM

Projects

Wikify 

• Found the name entities needed to explain and link them to correct Wiki pages. 

• Got 95.8% accuracy in link detector and have 99.1% accuracy in disambiguation. 


Stock Mining 

• Predicted daily value of TAIEX. 

• Split data into 13 categories and classification method to predict. 

• Got 22% accuracy in the first. However, after I add a rule which help me invest, I increase accuracy to 37%. 


iOS APP 

• Completed an APP which could help NCCU students to decide what to eat.

Involvements

KDD CUP 2017 

• Got top 4% (154/3582). 


Guangdong Big Data Competition on Tianchi 

• Got top 5% (136/2972). 

• Recognized defective aluminum image by inception v4 model with some data augmentation. 


President of Chinese Music Club 

• Leaded our club to compete in Taiwan’s final. 

• Organized many activities, included year performance, welcome activity with other school’s club, and accompaniment for a ceremony.

Skills

Programming 

PYTHON, SHELL SCRIPT, C/C++, SWIFT, JAVASCRIPT, HTML, CSS 


Frameworks and Tools 

LINUX/UNIX, VIM, DOCKER, PYTORCH, KERAS, GIT, ETC.

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