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职场能力评价定义
Yang Chia Ching
AI engineer with 2+years of experience solving industrial problems with data-driven approaches by building deep learning models, designing data-pipeline and providing APIs services.
Experienced at system workflow design and providing functional product co-worked with front-end and backend developers. And with self-discipline, self-learned Node.js + Express.js + MySQL to create a simple version twitter as a side project.
Backend Engineer
Taiwan ˙ [email protected] ˙
Work Experience
AI Engineer • Foxconn • September 2018 - Present
- Development Experience
- Developed AutoML library for manufacturing field [Python]
- Developed Model Deployment system, which is for managing ML or DL model version, responsible for agent system and socket programming [Python + Flask + Docker]
- Established and developed main system logic for Vipface system, which could detect and recognize the entrance people identification [Python + Django + Docker + Elasticsearch]
- Manufacturing Data Analysis
- Analyzed data from molding machine for performance degradation assessment (Molding 4.0)
- Modeled SMT Reflow profile and developed virtual measurement module
- Built association rule of price and product specification and optimized the process of system Expense Control System
Intern Teaching Assistant • Alpha Camp • September 2020 - Present
- Details
- Answer questions and correct students assignments for the purpose of improving their program syntax correctness, logic and readability
- Be responsible for Javascript Frontend Concept and introduction to Software Development Practice two class students
Side Projects
Simple Twitter [Backend+Project Leader / Node.js + Express.js + MySQL / github / website]
It is a simple Twitter that we try to simplify its demands. It supports most of the main functions, which includes four parts: Admin, User, Tweet and Followship. Develop chatroom in progress.
- Wrote RESTful API documents with SwaggerHub
- Used Passport for token-based JWT authentication, and used bcrypt for cryptographic hash function
- Managed project workflow with Trello, and developed with gitflow workflow
- Deployed project on Heroku and was responsible for version control
Education
National Central University
Master of Computer Science and Information Engineering • 2016 - 2018
【Master Thesis: "Factor-Analysis and Performance Comparison on DNN Model for Music Recommendation"】
Field of research: Machine Learning, Deep Learning, Web Information Extraction and Information Retrieval
National Central University
Computer Science and Information Engineering • 2012 - 2016
Captain of Women's Tennis School Team [2016] Toutoring 5+ Years
Skills
Backend
- Node.js
- Express.js
- MongoDB
- MySQL
Language
- Python
- Javascript
- Java
Analysis
- Machine Learning
- Deep Learning
- Tensorflow
- Pytorch
Others
- Git-flow
- Docker
- Bootstrap
Yang Chia Ching
AI engineer with 2+years of experience solving industrial problems with data-driven approaches by building deep learning models, designing data-pipeline and providing APIs services.
Experienced at system workflow design and providing functional product co-worked with front-end and backend developers. And with self-discipline, self-learned Node.js + Express.js + MySQL to create a simple version twitter as a side project.
Backend Engineer
Taiwan ˙ [email protected] ˙
Work Experience
AI Engineer • Foxconn • September 2018 - Present
- Development Experience
- Developed AutoML library for manufacturing field [Python]
- Developed Model Deployment system, which is for managing ML or DL model version, responsible for agent system and socket programming [Python + Flask + Docker]
- Established and developed main system logic for Vipface system, which could detect and recognize the entrance people identification [Python + Django + Docker + Elasticsearch]
- Manufacturing Data Analysis
- Analyzed data from molding machine for performance degradation assessment (Molding 4.0)
- Modeled SMT Reflow profile and developed virtual measurement module
- Built association rule of price and product specification and optimized the process of system Expense Control System
Intern Teaching Assistant • Alpha Camp • September 2020 - Present
- Details
- Answer questions and correct students assignments for the purpose of improving their program syntax correctness, logic and readability
- Be responsible for Javascript Frontend Concept and introduction to Software Development Practice two class students
Side Projects
Simple Twitter [Backend+Project Leader / Node.js + Express.js + MySQL / github / website]
It is a simple Twitter that we try to simplify its demands. It supports most of the main functions, which includes four parts: Admin, User, Tweet and Followship. Develop chatroom in progress.
- Wrote RESTful API documents with SwaggerHub
- Used Passport for token-based JWT authentication, and used bcrypt for cryptographic hash function
- Managed project workflow with Trello, and developed with gitflow workflow
- Deployed project on Heroku and was responsible for version control
Education
National Central University
Master of Computer Science and Information Engineering • 2016 - 2018
【Master Thesis: "Factor-Analysis and Performance Comparison on DNN Model for Music Recommendation"】
Field of research: Machine Learning, Deep Learning, Web Information Extraction and Information Retrieval
National Central University
Computer Science and Information Engineering • 2012 - 2016
Captain of Women's Tennis School Team [2016] Toutoring 5+ Years
Skills
Backend
- Node.js
- Express.js
- MongoDB
- MySQL
Language
- Python
- Javascript
- Java
Analysis
- Machine Learning
- Deep Learning
- Tensorflow
- Pytorch
Others
- Git-flow
- Docker
- Bootstrap