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Taiwan
Taipei, Taiwan
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IT
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National Taiwan University
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Data Scientist
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104 人力銀行
AppWorks School
CMoney全曜財經資訊股份有限公司
ChoozMo inc.
Cloud-Interactive
Cooby
Edgecore Networks
Foxconn
HTC
Hahow 好學校
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Chinese - Native or Bilingual
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4-6 years
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National Taiwan University
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Avatar of the user.
Available for paid companies
Backend Engineer @Cooby
・
2022 ~ 2023
Within one month
Communication
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Communication Engineering
Avatar of Recca Chao.
Avatar of Recca Chao.
Recca Chao
高級工程師 @關網資訊股份有限公司
・
2022 ~ 2023
Senior PHP engineer
Within one month
品 使用 mongoDB 作為學生上課情況紀錄 使用 voyager 套件建立資料後台 使用 docker 建立環境 前台使用 JQuery 製作，或與前端工程師搭配使用 RestFul API 串接 串接 API 時使用 monolog 套件協助紀錄串接內容 協助建立流程文件 參與開發的產品 Express 網路上課系統 丹山學習系統 雅
PHP development
MySQL database design
Laravel Framework
Employed
・
Not open to opportunities
Full-time / Not interested in working remotely
6-10 years
National Taiwan University
・
資訊工程
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Available for paid companies
Senior Staff Backend Engineer / Backend Team Lead @WeMo Scooter
・
2019 ~ 2022
工程師
Within two months
JavaScript
Node.js
RESTful API
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan University
・
Robotics
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Available for paid companies
Senior Engineer @TrendMicro
・
2021 ~ Present
Software Engineer / Backend Engineer
Within one month
Django REST Framework
RESTful APIs
Terraform
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Electrical Engineering
Avatar of Sean Chang.
Offline
Avatar of Sean Chang.
Offline
Sean Chang
Software Engineer @TSMC 台積電
・
2022 ~ Present
Data Scientist
Within one month
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
Python
SQL
Kubernetes
Employed
・
Not open to opportunities
Full-time / Not interested in working remotely
4-6 years
National Taiwan University
・
Economics
300+
Avatar of Marvin Lin.
Avatar of Marvin Lin.
Marvin Lin
iOS Developer @CMoney全曜財經資訊股份有限公司
・
2019 ~ Present
Senior iOS Developer
Within one month
Marvin Lin ．iOS developer, experienced to macOS App. ．Experienced to RESTful API and GraphQL connection. ．Experienced with Scrum workflow. ．Personal iOS App - King of Song Quiz - https://itunes.apple.com/app/id．Experienced of Continuous Integration (CI). Team city with GitLab. ．Experienced with Firebase service. Realtime database, authentication, crashlytics, etc... ．Trilingual - Native in Mandarin, fluent in English and Japanese (JLPT N2). iOS Developer 城市，TW [email protected] 工作經歷 honestBee, iOS Engineer, Mar 2019 ~ 現在 Developing new
IOS
Objective-C/Swift
SwiftUI
Reputation Credits2
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan University
・
Material Science
Avatar of 曾柏硯.
Avatar of 曾柏硯.
曾柏硯
AI Technical Lead @WeBIM Services
・
2024 ~ Present
前端工程師、後端工程師、全端工程師
Within one month
Preston Tseng AI Technical Lead at WeBIM Services Since high school, I have embarked on a journey of self-education in programming. My enthusiasm for technology motivated me to enroll in computer science courses throughout my university and postgraduate studies. Eager to refine my practical skills, I actively participated in internships and side-projects from my university years. Initially, I began my career as a front-end developer. However, my eagerness to expand my skill set led me to volunteer for back-end development tasks, ultimately transitioning into a full-stack developer role. I possess
HTML/CSS
JavaScript
Node.js
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Civil Engineering (Division of Transportation Engineering)

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Within one month
Avatar of Sean Chang.
Sean Chang
Sr. Data Scientist
Logo of TSMC 台積電.
TSMC 台積電
・
2022 ~ Present
Taipei, 台灣
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Data Engineer, Data Scientist, Software Engineer
Fields of Employment
Software, Semiconductor
Work experience
2-4 years work experience (4-6 years relevant)
Management
I've had experience in managing 1-5 people
Skills
Python
SQL
Kubernetes
Docker
Time Series Analysis
Machine Learning
Deep Learning
React.js
Spark
JavaScript
Golang
AWS
Ansible
Flask
Tensorflow
MongoDB
Scala
Web Crawler
plotly
Natural Language Processing
Git
Scrapy
Scikit-Learn
Functional Programming
Kotlin
TypeScript
Languages
English
・
Fluent
Job search preferences
Positions
Data Scientist
Job types
Full-time
Locations
Taiwan, Taipei, 台灣
Remote
Not interested in working remotely
Freelance
Yes, I freelance in my spare time
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
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