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CakeResume Talent Search

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Taiwan
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National Taiwan University
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Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
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104 人力銀行
AIBDT
AU Optronics
Agoda
Aurora Tech Inc.
Bloomon B.V.
Business Next Media Corp.
Cazoodle Inc.
Eland Information Co., Ltd.,
Entire
Interested in working remotely
Not interested in working remotely
Remote Only
Part-time freelancer
Non-freelancer
English - Fluent
Chinese - Native or Bilingual
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English
Chinese
4-6 years
6-10 years
10-15 years
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National Taiwan University
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  • Show all experiences
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
整合 使用過的程式語言與開發工具 後端開發語言:PHP，Kotlin Web Server:Nginx 網頁框架:laravel、Yii、Yii2、Ktor、Spring Boot 慣用 PHP 套件 l5-repository laravel-mongodb guzzlehttp voyager jwt-auth laravel-echo 測試框架:phpunit 主機架構:docker 開發工具:PHPStorm 資料庫:MySQL、MongoDB 資料庫快取:redis 版本控制:GitHub、GitLab、bitbucket 慣用作業系統:Amazon Linux、CentOS、OSX 其他工具:ELK、airflow
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
Avatar of Denny Lin.
Avatar of Denny Lin.
Denny Lin
Software Engineer @Netskope
・
2023 ~ Present
Senior Software Engineer
Within one month
/ futures / warrant investment platform in Golang Real-time quote: Our Go server keeps track of users' subscriptions to products and dispatches real-time quotes to them through WebSocket. Risk control: We store orders' information in Redis and use daemon to calculate risk periodically to control risk ASAP. Order: To ensure the integrity of orders, we use RabbitMQ for making orders. Backend development of a gaming platform in PHP Including game logic, member info/history, API concatenation and odds/risk calculation. Database design & maintenance. (MySQL / Redis / pr...
MySQL
Golang
Redis
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Computer Science
Avatar of Hans Yen.
Avatar of Hans Yen.
Hans Yen
Technology Leader @AIBDT
・
2023 ~ Present
Software Engineer / Backend Engineer
Within one month
.pdf. 3. Use Python3 flask add upload media file function in "National Digital Library of Theses and Dissertations in Taiwan", create the manage media files system's web. Use Jinja2 and Vue.js build the manage system's frontend web, Use Python3 sqlalchemy to operate Mysql database. 4. Use Python3 flask to make "Ministry of The Interior Taiwan's New eLD"(The system has not started), use Python sqlalchemy and Mysql operate database. 5. Use Python3 to make a scrapy and schedule catching the cooperation company's(https://www
Intelligent
Cooperation
Curious
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Agricultural Chemistry
Avatar of the user.
Avatar of the user.
Available for paid companies
Senior Full-Stack Developer @Jibble Group
・
2019 ~ Present
Full-Stack Developer
More than one year
JavaScript
Node.js
Docker
Not open to opportunities
Full-time / Remote Only
6-10 years
National Taiwan University
・
Computer Science
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
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
300+
Avatar of 陳婉玲.
Avatar of 陳婉玲.
陳婉玲
Analyst @Business Next Media Corp.
・
2017 ~ 2019
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Wan-Ling (Lyn), Chen CAREER SUMMARY 7 years of diverse data and AI experience in engineering and advisory roles across varied industries. Provided end-to-end advisory on data and AI solutions, covering data platforms, lakehouse architecture, data security & LLM. Led PoCs delivery, solution design, and workshop execution for clients' digital transformation. Managed data architecture across 70 global offices, demonstrating adaptability in complex data landscapes. Actively participated in projects addressing board portfolios such as data and AI, security, and automation. Achieved a 76.6% revenue boost through strategic volume monetization. Goal-oriented, curious
Python
SQL/MySQL
Databases
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Psychology
Avatar of the user.
Avatar of the user.
Available for paid companies
Senior Data Architect @Agoda
・
2023 ~ Present
Data Engineer
Within one month
Python
PySpark
MySQL
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Graduate Institute of Applied Mechanics
Avatar of the user.
Avatar of the user.
Available for paid companies
Jr. Programmer @德義資訊股份有限公司
・
2013 ~ 2015
Developer Team Leader, Architect, FullStack Developer
More than one year
Word
PowerPoint
Excel
Employed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
・
Bachelor of Bio-Industrial Mechatronics Engineering

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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