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Ryan Chen
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Software Engineer @CakeResume
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2022 ~ Sekarang
Software Engineer
Dalam satu bulan
and distribute content . Pioneered the integration of LLM model API services. Research Assistant, Academia Sinica 11//2020 Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning. Experimented with various training methods and models, including multi-task learning and language models such as BERT. Authored a publication titled "Detecting Deceptive Language in Crime Interrogation". Investigated Memory Networks and applied them to develop an application for detecting deceptive language in text-based games. This involved a collaborative effort with an Israeli research team from a university in
React
TypeScript
JavaScript
Reputation Credits1
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Full-time / Tertarik bekerja jarak jauh
10-15 tahun
National Taiwan University
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Computer Science and Information Engineering
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人工智慧工程師 @玉山銀行智能金融處 (Intelligent Finance Dept., E-SUN Bank )
・
2020 ~ Sekarang
Machine Learning Researcher / Engineer
Dalam satu bulan
Research
Music Information Retrieval
Natural Language Processing
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Full-time / Tertarik bekerja jarak jauh
4-6 tahun
National Taiwan University
・
Graduate Institute of Communication Engineering
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Qing-Cheng Li
Senior iOS Developer @LINE Taiwan Limited
・
2020 ~ Sekarang
App Team Lead, Senior iOS Developer
Lebih dari satu tahun
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
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National Taiwan University
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Computer Science
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Software Engineer @TSMC 台積電
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2022 ~ Sekarang
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SQL
Kubernetes
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National Taiwan University
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Economics
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Sean Chang
Sr. Data Scientist
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TSMC 台積電
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2022 ~ Sekarang
Taipei, 台灣
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Institusi Pendidikan
National Taiwan University
Jurusan
Economics
Cetak

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

CV
Profil
Cetak

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