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4-6 years
6-10 years
10-15 years
More than 15 years
國立政治大學
Machine Learning Engineer @現觀科技 Groundhog Technologies2020 ~ Present
・
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
魏孝全 Siao 專業設計量化問題的統計量，有數據模擬、建模、驗證的經驗。 長期研究中文的自然語言處理，近期工作是處理 Real-time bidding 相關的問題。 Taipei, Taiwan 工作經歷 Machine Learning Engineer • 現觀科技 Groundhog Technologies - Real-time bidding strategy in digital advertising. - Ad selection, Budget Controller - CTR model inference time speed up 40% - CTR model training time speed up 600% - De-anonymization, Historical
Employed
・
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立政治大學
・
統計學
人工智慧研發工程師 @睿訊有限公司2019 ~ Present
・
Within one year
Ko-Wei Chuang Machine Learning Engineer Taipei City, Taiwan I have over 10 years of working as an engineer and programmer. the summary of my working experience about below: I. 3 years iOS/Android App development II. 6 years for server/ backend /service design III. 10 years client-site development IV. 2 years Machine learning/Deep learning Work Experience Machine Learning Engineer • Revovision Ltd JulyPresent 1. use machine learning model to solve the internal requirements. 2. research deep learning and top pre-training models to help the company
Full-time / Interested in working remotely
10-15 years
國立政治大學
・
資料科學The Most Lightweight and Effective Recruiting Plan
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
QA / Test Engineer, DevOps / System Admin, Back-end Engineer
Fields of Employment
Software, Information Services
Work experience
1-2 years
Management
None
Skills
Languages
English
・
Fluent
Job search preferences
Positions
不拘
Job types
Full-time
Locations
台灣台北市
Remote
Interested in working remotely
Freelance
No
Educations
School
國立政治大學
Major
資訊科學
Education
Bachelor of Science in Computer Science
Bachelor of Science in Computer Science, National ChengChi University, June 2022
Digital Contents and Technologies Undergraduate Degree Program
Double Major in Digital Contents and Technologies, National ChengChi University, June 2022
Work Experience
Software Engineer - 瞬聯科技股份有限公司, 2022 Jun ~ present
Highlights : Go / QA testing / Automation testing
- Leveraged the Go programming language in partnership with Google to execute thorough MTA assessments, focusing on network and WiFi connectivity cases.
- Produced highly effective MTA and MTBF scripts for Google, significantly streamlining automation testing processes.
- Delivered detailed and insightful reports on MTBF/MTA results, providing actionable insights that directly contributed to improvements in tool packages and development processes.
- Delivered insightful reports on MTBF/MTA results, contributing to tool package improvements.
- Conducted regular and thorough code reviews, emphasizing code quality, security, and performance. These reviews played a vital role in maintaining high-quality code standards and received positive feedback from the department manager and the Google team.
- Spearheaded the development of benchmark automation scripts in Go for Chromebook performance analysis in CCA, ensuring consistent alignment with manual test results.
- Played a pivotal role in the continuous improvement of Chromebook's competitive positioning through detailed performance analysis and reporting.
Backend Engineer Intern - 安華聯網科技股份有限公司, 2021 Sep ~ 2022 Jun
Highlights : Java / Spring Boot / Hibernate / Mysql MariaDB / PostgreSQL / Go / Gin / MongoDB
- Designed, developed, and maintained backend APIs using Java, Spring Boot, and Hibernate, facilitating seamless data interaction and functionality.
- Managed and optimized databases, including MySQL, MariaDB, PostgreSQL, and MongoDB, by designing efficient schemas and query optimization techniques.
- Spearheaded code optimization initiatives, fine-tuning backend code for enhanced performance.
- Effectively resolved intricate backend issues, ensuring uninterrupted system operation and minimizing downtime.
DevOps Engineer Intern - 大智移雲科技股份有限公司, 2020 Aug ~ 2020 Dec
Highlights : Ansible / Terraform / Kubernetes / Golang / gRPC / Protobuf (Protocol Buffers)
- Collaborated closely with the backend development team to ensure seamless integration of infrastructure and backend systems, actively resolving issues and optimizing performance.
- Designed, implemented, and maintained CI/CD pipelines, streamlining the software development and deployment processes.
- Leveraged Ansible, Terraform, and Kubernetes to automate infrastructure provisioning and management tasks, enhancing scalability and system reliability.
- Played an integral role in the design and development of RESTful API endpoints and data models, contributing to the creation of a robust and efficient API architecture.
- Utilized Golang and gRPC to craft high-performance microservices, improving inter-service communication and data exchange efficiency.
- Employed Protocol Buffers (Protobuf) for efficient data serialization and transmission, leading to enhanced system performance and reduced latency.
TA of Computer Programming ( Python ), 2019 Sep ~ 2020 Jan
- Acted as a reliable resource for students, addressing inquiries both during and after classes, offering comprehensive support for understanding course material and completing homework assignments.
- Facilitated brainstorming sessions to provide students with guidance and ideas for their individual final projects, encouraging creativity and independent problem-solving.
- Assisted in evaluating and grading final exams, ensuring a fair and consistent assessment process.
- Fostered an inclusive and supportive learning environment, promoting student engagement and success in the course.
Skills
- Programming Languages C++ / Go / Python / Java
- Database Management Mysql (MariaDB) / PostgreSQL / MongoDB
- DevOps Tools Ansible / Terraform / Kubernetes / Docker
Languages
- Chinese (Native Speaker) / English (TOEFL: 94)
Education
Bachelor of Science in Computer Science
Bachelor of Science in Computer Science, National ChengChi University, June 2022
Digital Contents and Technologies Undergraduate Degree Program
Double Major in Digital Contents and Technologies, National ChengChi University, June 2022
Work Experience
Software Engineer - 瞬聯科技股份有限公司, 2022 Jun ~ present
Highlights : Go / QA testing / Automation testing
- Leveraged the Go programming language in partnership with Google to execute thorough MTA assessments, focusing on network and WiFi connectivity cases.
- Produced highly effective MTA and MTBF scripts for Google, significantly streamlining automation testing processes.
- Delivered detailed and insightful reports on MTBF/MTA results, providing actionable insights that directly contributed to improvements in tool packages and development processes.
- Delivered insightful reports on MTBF/MTA results, contributing to tool package improvements.
- Conducted regular and thorough code reviews, emphasizing code quality, security, and performance. These reviews played a vital role in maintaining high-quality code standards and received positive feedback from the department manager and the Google team.
- Spearheaded the development of benchmark automation scripts in Go for Chromebook performance analysis in CCA, ensuring consistent alignment with manual test results.
- Played a pivotal role in the continuous improvement of Chromebook's competitive positioning through detailed performance analysis and reporting.
Backend Engineer Intern - 安華聯網科技股份有限公司, 2021 Sep ~ 2022 Jun
Highlights : Java / Spring Boot / Hibernate / Mysql MariaDB / PostgreSQL / Go / Gin / MongoDB
- Designed, developed, and maintained backend APIs using Java, Spring Boot, and Hibernate, facilitating seamless data interaction and functionality.
- Managed and optimized databases, including MySQL, MariaDB, PostgreSQL, and MongoDB, by designing efficient schemas and query optimization techniques.
- Spearheaded code optimization initiatives, fine-tuning backend code for enhanced performance.
- Effectively resolved intricate backend issues, ensuring uninterrupted system operation and minimizing downtime.
DevOps Engineer Intern - 大智移雲科技股份有限公司, 2020 Aug ~ 2020 Dec
Highlights : Ansible / Terraform / Kubernetes / Golang / gRPC / Protobuf (Protocol Buffers)
- Collaborated closely with the backend development team to ensure seamless integration of infrastructure and backend systems, actively resolving issues and optimizing performance.
- Designed, implemented, and maintained CI/CD pipelines, streamlining the software development and deployment processes.
- Leveraged Ansible, Terraform, and Kubernetes to automate infrastructure provisioning and management tasks, enhancing scalability and system reliability.
- Played an integral role in the design and development of RESTful API endpoints and data models, contributing to the creation of a robust and efficient API architecture.
- Utilized Golang and gRPC to craft high-performance microservices, improving inter-service communication and data exchange efficiency.
- Employed Protocol Buffers (Protobuf) for efficient data serialization and transmission, leading to enhanced system performance and reduced latency.
TA of Computer Programming ( Python ), 2019 Sep ~ 2020 Jan
- Acted as a reliable resource for students, addressing inquiries both during and after classes, offering comprehensive support for understanding course material and completing homework assignments.
- Facilitated brainstorming sessions to provide students with guidance and ideas for their individual final projects, encouraging creativity and independent problem-solving.
- Assisted in evaluating and grading final exams, ensuring a fair and consistent assessment process.
- Fostered an inclusive and supportive learning environment, promoting student engagement and success in the course.
Skills
- Programming Languages C++ / Go / Python / Java
- Database Management Mysql (MariaDB) / PostgreSQL / MongoDB
- DevOps Tools Ansible / Terraform / Kubernetes / Docker
Languages
- Chinese (Native Speaker) / English (TOEFL: 94)