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National Taiwan University
Avatar of Qing-Cheng Li.
Avatar of Qing-Cheng Li.
Senior iOS Developer @LINE Taiwan Limited
2020 ~ Present
App Team Lead, Senior iOS Developer
Within one month
it with native code both for iOS and Android and integrate it into continuous delivery pipeline. Part-time Assistant Academia Sinica, Taipei, Taiwan. AugJun 2013 Build a Taiwanese rich families and political families trees database and visualized query system to find the relationship between the rich and politician to help research. Android Programer NTU, Taipei, Taiwan. AprJun 2012 Educations National Taiwan University Master of Science. Computer Science. SepAug 2014 Natural Language Processing Lab. National Taiwan University Bachelor of Science. Computer Science. SepJun 2012 Minor in Civil Engineering Trend Micro Cloud Program
iOS
Objective-C
JavaScript
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Computer Science
Avatar of the user.
Avatar of the user.
人工智慧工程師 @玉山銀行智能金融處 (Intelligent Finance Dept., E-SUN Bank )
2020 ~ Present
Machine Learning Researcher / Engineer
Within one month
Research
Music Information Retrieval
Natural Language Processing
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
Graduate Institute of Communication Engineering
Avatar of Sean Chang.
Offline
Avatar of Sean Chang.
Offline
Software Engineer @TSMC 台積電
2022 ~ Present
Data Scientist
Within one month
張詠翔 (Sean Chang) Sr. Data Scientist Sr. Data Scientist at KKLab, KKBOX Group Taipei, Taiwan https://www.seanchang.space 技能 ML Fundamentals tree-based models (bagging, boosting) NLP-related models (LM, NER, SA, ...) Programming Languages Python JavaScript Scala Go Frontend React React Native Backend & Database Express Flask & FastAPI SQLAlchemy MongoDB MySQL DevOps Docker Kubernetes AWS Ansible Helm GitLab CI Distributed Computing Apache Spark ML Frameworks & MLOps Tensorflow Scikit-learn Spark ML mlflow spaCy Data Visualization Plotly D3.js seaborn bokeh Miscellaneous Scrapy & Beautiful Soup 工作經
Python
SQL
Kubernetes
Employed
Not open to opportunities
Full-time / Not interested in working remotely
4-6 years
National Taiwan University
Economics

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Within one month
Sr. Data Scientist
Logo of TSMC 台積電.
TSMC 台積電
2022 ~ Present
Taipei, 台灣
Professional Background
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Employed
Job Search Progress
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Data Engineer, Data Scientist, Software Engineer
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Software, Semiconductor
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Data Scientist
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Educations
School
National Taiwan University
Major
Economics
Print

張詠翔 (Sean Chang)

Sr. Data Scientist

Sr. Data Scientist at KKLab, KKBOX Group

  Taipei, Taiwan

https://www.seanchang.space         

技能

ML Fundamentals


  • tree-based models (bagging, boosting)
  • NLP-related models (LM, NER, SA, ...)

Programming Languages


  • Python
  • JavaScript
  • Scala
  • Go

Frontend


  • React
  • React Native

Backend & Database


  • Express
  • Flask & FastAPI
  • SQLAlchemy
  • MongoDB
  • MySQL

DevOps


  • Docker
  • Kubernetes
  • AWS
  • Ansible
  • Helm
  • GitLab CI

Distributed Computing


  • Apache Spark

ML Frameworks & MLOps


  • Tensorflow
  • Scikit-learn
  • Spark ML
  • mlflow
  • spaCy

Data Visualization


  • Plotly
  • D3.js
  • seaborn
  • bokeh

Miscellaneous


  • Scrapy & Beautiful Soup

工作經歷


Sr. Data Scientist

KKBOX

四月 2020 - Present
Taipei, Taiwan

- adapt Aveva PRiSM to a tier 1 company in Taiwan for anomaly detection on their producing pipelines.
- engage in a venture building project related to NLP and develop its algorithms and models.
- win 1st place in IMBD 2020 which is a competition related to manufacturing.
- maintain and develop KKBOX opinion mining system and sell it to other companies (SAAS).

Data Scientist

KKBOX

九月 2018 - 四月 2020
Taipei, Taiwan

- build public opinion mining system by novel NLP models.
* build novel NLP models such as BERT-BiLSTM-CRF, ConvNet and TNet by TensorFlow.
* maintain, design NLP pipelines for opinion mining system.
* build the frontend page which can monitor artist's social volumes by React.
* build restful api by Flask, gunicorn.
* deploy this microservice by docker stack (docker-compose)
- maintain app's event log specification and analyze user actions.
- win 3rd place in KKBOX inhouse hackathon. we build a social network app called KKMeet which can recommend you new friends by your music preferences.

學歷

2016 - 2018

National Taiwan University

Economics

Thesis: Lyrics- and Audio Features-based Hit Song Prediction

Resume
Profile

張詠翔 (Sean Chang)

Sr. Data Scientist

Sr. Data Scientist at KKLab, KKBOX Group

  Taipei, Taiwan

https://www.seanchang.space         

技能

ML Fundamentals


  • tree-based models (bagging, boosting)
  • NLP-related models (LM, NER, SA, ...)

Programming Languages


  • Python
  • JavaScript
  • Scala
  • Go

Frontend


  • React
  • React Native

Backend & Database


  • Express
  • Flask & FastAPI
  • SQLAlchemy
  • MongoDB
  • MySQL

DevOps


  • Docker
  • Kubernetes
  • AWS
  • Ansible
  • Helm
  • GitLab CI

Distributed Computing


  • Apache Spark

ML Frameworks & MLOps


  • Tensorflow
  • Scikit-learn
  • Spark ML
  • mlflow
  • spaCy

Data Visualization


  • Plotly
  • D3.js
  • seaborn
  • bokeh

Miscellaneous


  • Scrapy & Beautiful Soup

工作經歷


Sr. Data Scientist

KKBOX

四月 2020 - Present
Taipei, Taiwan

- adapt Aveva PRiSM to a tier 1 company in Taiwan for anomaly detection on their producing pipelines.
- engage in a venture building project related to NLP and develop its algorithms and models.
- win 1st place in IMBD 2020 which is a competition related to manufacturing.
- maintain and develop KKBOX opinion mining system and sell it to other companies (SAAS).

Data Scientist

KKBOX

九月 2018 - 四月 2020
Taipei, Taiwan

- build public opinion mining system by novel NLP models.
* build novel NLP models such as BERT-BiLSTM-CRF, ConvNet and TNet by TensorFlow.
* maintain, design NLP pipelines for opinion mining system.
* build the frontend page which can monitor artist's social volumes by React.
* build restful api by Flask, gunicorn.
* deploy this microservice by docker stack (docker-compose)
- maintain app's event log specification and analyze user actions.
- win 3rd place in KKBOX inhouse hackathon. we build a social network app called KKMeet which can recommend you new friends by your music preferences.

學歷

2016 - 2018

National Taiwan University

Economics

Thesis: Lyrics- and Audio Features-based Hit Song Prediction