CakeResume Talent Search

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National Taiwan University
Avatar of 曾柏硯.
Avatar of 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)
Avatar of Jimmy Lin.
Avatar of Jimmy Lin.
Lead Fullstack Engineer @Proto Research Inc
2022 ~ Present
Front-End / Back-End / Full Stack Web Developer
Within one month
Taiwan Maintained a series of services on Chief Cloud, including IaaS, PaaS and SaaS applications with Python and some other tools. Built a Fortinet firewall configuration web application with Django, saving us a lot of time. Built many web interfaces of internal APIs with Vue.js and React.js. Portfolios jimmylin.org My personal blog, mainly built with Next.js. I post things here. They are usually about programming and development. ctdb A web application of many reusable modules, mainly built with Django. The login page. Reminder, an
Python
React.js
Next.js
Employed
Open to opportunities
Full-time / Remote Only
6-10 years
National Taiwan University
Mechanical Engineering
Avatar of 鄭偉廷.
Avatar of 鄭偉廷.
Senior Software Engineer @Berry AI 華捷智能
2021 ~ Present
Within one month
. Build Customize ICO website. United Daily News Group,Frontend Engineer,2015//05 Research and implement modern frontend technology to build up couple of novel frontend webpages, such as introducing AR/ VR (three.js) related functions to the website and combining D3.js with React.js to create a better way for data visualization. Customize RWD frameworks to create suitable layouts. Fiberlogic Technology,Firmware Engineer,2011//06 Implement SMTP and Link Aggregation Control Protocol LACP Foxxcon Technology,Firmware Engineer,2010//07 Working on chromebook battery and rtc
JavaScript
Three.js
Webpack
Full-time / Interested in working remotely
6-10 years
National Taiwan University
multimedia
Avatar of Trantor Liu.
Avatar of Trantor Liu.
Founder & CEO @CakeResume
2016 ~ Present
Full Stack Web Developer
Within one month
Trantor Liu Founder & CEO @CakeResume Taipei, Taiwan On top of being an expert in product design, full-stack web development, and user experience (UX) design, I'm also proficient in search engine optimization (SEO) strategy planning, user interface (UI) design, etc. Open source contributions — https://github.com/trantorliu UI design portfolio — https://dribbble.com/trantorliu UX design and product promotion articles — https://medium.com/@TrantorLiu http://trantorliu.com/ Skills Programming Node.js React Ruby on Rails Design Tools Sketch Figma
React.js
Ruby on Rails
Reputation Credits1
Employed
Not open to opportunities
Full-time / Not interested in working remotely
6-10 years
National Taiwan University
Computer Science & Information Engineering
Avatar of Chinwei Hsu.
Avatar of Chinwei Hsu.
Frontend Engineer @Web3 DeFi protocol
2022 ~ Present
Front-End Engineer 網頁前端工程師
Within one year
Chinwei Hsu/ 許晉瑋 #Front-end #F2E #Developer #React.js #Vue.js #Javascript #HTML5 #CSS3 Front-End Engineer 網頁前端工程師 城市,TW [email protected] About Technical As a front-end engineer with over 6 years of experience, I have a strong background in developing and maintaining web projects using the React.js ecosystem, including technologies such as React, React Hooks, Redux, React-Saga, Next.js, and GraphQL. I have also worked with Material UI
Vue.js
JavaScript
HTML5
Employed
Full-time / Remote Only
4-6 years
National Taiwan University
Geography
Avatar of the user.
Avatar of the user.
Staff Front-End Developer @Ingenta Inc.
2021 ~ Present
Senior software engineer
Within one month
JavaScript
React.js
Front-end Development
Employed
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Electrical Engineering
Avatar of 余宗融 (Ron Yu).
Avatar of 余宗融 (Ron Yu).
Web Developer @PicCollage
2019 ~ Present
Front End Developer
Within one month
余宗融 (Ron Yu) [email protected], Taiwan Summary About 4 years' experience of front end development and over 3 years' experience of EC services . Experienced with front end development based on React.js and Redux ecosystem. Equipped with knowledge about modern build tool such as Gulp or Webpack. Focused on core concept of JavaScript engine and browser rendering process. Enjoy the process of solving problems and grow with team members. Technical Skills Front end development : Programming language: HTML5, CSS3, JavaScript Library or framework: React, Redux, Gatsby
HTML5
css/scss
JavaScript / ES6 / jQuery
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
Material Science
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
Avatar of the user.
Avatar of the user.
Senior Software Development Engineer @Microsoft
2013 ~ Present
Software Engineer
More than one year
Rust
Spring MVC
React.js
Employed
Not open to opportunities
Part-time / Interested in working remotely
6-10 years
National Taiwan University
Computer Science, English Literature
Avatar of the user.
Avatar of the user.
Chief Engineer @BoniO Inc.
2016 ~ Present
Ruby on Rails 後端工程師
More than one year
Ruby on Rails
JavaScript
React.js
Employed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Electrical Engineering

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Problem-Solving
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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
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

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