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Definition of Reputation Credits
杜俊諺
Chun Yen, Tu
Data Analysis
Backend Engineer
Taichung, Taiwan
From Taichung, Taiwan, graduated from National Cheng Kung University and major in psychology. Trained with sufficient knowledge in psychology, static and scientific logic. Highly responsible and stress-resisting personality.
Code in Python and JavaScript, work well independently or in teams. Mostly work with Python and JavaScript, familiar with Django and VueJS.
Familiar with Google Cloud Platform and now learning microserive development with Docker and Kubernetes with Udemy and Coursera.
E-mail: [email protected]
Tel: 0911-070862
https://github.com/ChenYenDu
技能 Skill
Data Analysis
- Numpy
- Pandas
- Scikit-Learn
- PowerBI
- Tableau
- FineReport
Backend
- Django
- Flask
- NodeJS
- Nginx
- MySQL
- Redis
- Docker
- K8S
- Golang
Frontend
- Html
- CSS
- JavaScript
- VueJS
工作經歷 Work Experience
Aug 2021 - Jun 2022
SRE CloudOps
Innova Solution Taiwan
1. Infrastructure management with Terraform
2. SLI/SLO maintain, monitor, alert
2. Google Cloud Platform environment management
3. GitLab CI/CD pipeline development and management
4. Logs and product analysis
- Build product metrics
- Build analysis data warehouse
- Data Studio visualization dashboard
5. Monitoring and alert system development and maintain
- Telegraf, InfluxDB, Chronograf, Kapacitor (TICKs stack)
- Grafana visualization dashboard
6. Cross team cooperation to develop automation tools
7. Familiar with serverless service on GCP
8. Familiar with Docker and K8s development
Jul 2019 - Jun 2021
Data Analysis
Backend Engineer
SF Tech
1. Data Analysis
- Data collection, processing and analyzing
- Deliver data-analyzing report and interactive dashboard
- Provide decision making advice with results from analysis
- Find risky users with association rule mining
2. AI Model Development
- AI environment setups like GPU settings, data pipeline for model retrain, daemon service...etc.
- Scraping comments on Weibo and Twitter as training material.
- Develop a classification model with Tensorflow and Keras.
- Develop high concurrency API with Flask.
3. Build Data Analyze Website
- Build website for other engineers to use results of analysis
- Setup both develop and deploy environments.
- Continuous Integration with Github and CircleCI.
- Pre-manipulate data to speed up requests, which requires 1.5 million data per request ( 32s -> 9s )
- Backend: Django, Python
- Frontend: VueJS
- Database: MySQL, Redis
- Server: Nginx, Linux, Docker
Dec 2017 - Jul 2019
HR Operator
Jabil Green Point
1. Learn to code with Python and PowerBI using spare time.
- Automate 60% of paper work for customer audit.
- Deliver attendance dashboard to managers with PowerBI which automate all data manipulate and collecting process.
2. Recruiting for both local and abroad headcount both
- could handle interview both in Chinese and English.
3. Main contact person of attending problem from managers and employees both onsite or oversea.
4. Work as main testing person new HR system for global usages.
- communicate with consultants cross timezone and location at America and Singapore.
5. Translating work-rules from Chinese to English.
6. Assisting employee-care and social responsibility activities
7. Communication window between HR and IT.
學歷 Education
2013 - 2017
National Cheng Kung University
Psychology
School Experience：
1. Student Party of Department of Psychology, Member
2. Freshman Camping of Department of Psychology, Team Leader
3. Basketball Team of Department of Psychology, Member
杜俊諺
Chun Yen, Tu
Data Analysis
Backend Engineer
Taichung, Taiwan
From Taichung, Taiwan, graduated from National Cheng Kung University and major in psychology. Trained with sufficient knowledge in psychology, static and scientific logic. Highly responsible and stress-resisting personality.
Code in Python and JavaScript, work well independently or in teams. Mostly work with Python and JavaScript, familiar with Django and VueJS.
Familiar with Google Cloud Platform and now learning microserive development with Docker and Kubernetes with Udemy and Coursera.
E-mail: [email protected]
Tel: 0911-070862
https://github.com/ChenYenDu
技能 Skill
Data Analysis
- Numpy
- Pandas
- Scikit-Learn
- PowerBI
- Tableau
- FineReport
Backend
- Django
- Flask
- NodeJS
- Nginx
- MySQL
- Redis
- Docker
- K8S
- Golang
Frontend
- Html
- CSS
- JavaScript
- VueJS
工作經歷 Work Experience
Aug 2021 - Jun 2022
SRE CloudOps
Innova Solution Taiwan
1. Infrastructure management with Terraform
2. SLI/SLO maintain, monitor, alert
2. Google Cloud Platform environment management
3. GitLab CI/CD pipeline development and management
4. Logs and product analysis
- Build product metrics
- Build analysis data warehouse
- Data Studio visualization dashboard
5. Monitoring and alert system development and maintain
- Telegraf, InfluxDB, Chronograf, Kapacitor (TICKs stack)
- Grafana visualization dashboard
6. Cross team cooperation to develop automation tools
7. Familiar with serverless service on GCP
8. Familiar with Docker and K8s development
Jul 2019 - Jun 2021
Data Analysis
Backend Engineer
SF Tech
1. Data Analysis
- Data collection, processing and analyzing
- Deliver data-analyzing report and interactive dashboard
- Provide decision making advice with results from analysis
- Find risky users with association rule mining
2. AI Model Development
- AI environment setups like GPU settings, data pipeline for model retrain, daemon service...etc.
- Scraping comments on Weibo and Twitter as training material.
- Develop a classification model with Tensorflow and Keras.
- Develop high concurrency API with Flask.
3. Build Data Analyze Website
- Build website for other engineers to use results of analysis
- Setup both develop and deploy environments.
- Continuous Integration with Github and CircleCI.
- Pre-manipulate data to speed up requests, which requires 1.5 million data per request ( 32s -> 9s )
- Backend: Django, Python
- Frontend: VueJS
- Database: MySQL, Redis
- Server: Nginx, Linux, Docker
Dec 2017 - Jul 2019
HR Operator
Jabil Green Point
1. Learn to code with Python and PowerBI using spare time.
- Automate 60% of paper work for customer audit.
- Deliver attendance dashboard to managers with PowerBI which automate all data manipulate and collecting process.
2. Recruiting for both local and abroad headcount both
- could handle interview both in Chinese and English.
3. Main contact person of attending problem from managers and employees both onsite or oversea.
4. Work as main testing person new HR system for global usages.
- communicate with consultants cross timezone and location at America and Singapore.
5. Translating work-rules from Chinese to English.
6. Assisting employee-care and social responsibility activities
7. Communication window between HR and IT.
學歷 Education
2013 - 2017
National Cheng Kung University
Psychology
School Experience：
1. Student Party of Department of Psychology, Member
2. Freshman Camping of Department of Psychology, Team Leader
3. Basketball Team of Department of Psychology, Member