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4-6 years
6-10 years
10-15 years
More than 15 years
Sr. Backend Engineer @麻布數據科技股份有限公司2023 ~ Present
・
Software Engineer
Within one month
infrastructure as code 經驗: ‧ 使用 Terragrunt 和 Hashicorp 發布的 GitHub projects 管理 GCP infrastructure。 ‧若 Hashicorp 沒有相關的 resources 時，則參考 Terraform Google Cloud provider 文件，自行刻撰 module 並在 Terragrunt 中使用 。 5. Data Engineer 經驗: ‧架設 ClickHouse cluster multi-shards ，處理 1B+ 量級資料。 ‧dbt 開發 ， 遵循 best practice 建立 ELT pipeline ，將 data mart 提供給 BI 工具串接，改善 BI 報表查詢體驗。 Data
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立中央大學 National Central University
・
通訊工程系
Data Scientist @Delta Electronics, Inc. (台達電子工業 股份有限公司)2023 ~ Present
・
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立交通大學（National Chiao Tung University, NCTU)
・
Computer/Information Technology AdministrationAnalyst @Business Next Media Corp.2017 ~ 2019
・
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Psychology
Team Lead/Senior Software Engineer @MEXC2022 ~ Present
・
Software Engineer
Within one month
Red Cho As a software engineer with e xperience of distributed systems, algorithms, database and multi-programming languages Taipei, Taiwan Work Experience Software Team Lead / Software engineer • Mexc Global • 2022/09~Present ．Review code, system design and make decision with technical trade off in every project, features when as a team lead(around 8 months). ．Lead the cross-functional project, solve the problem in communication, trade off, division of labor and cooperation and make sure the project work successfully for more than 6 teams. ．Optimized multiple api, features, data pipeline in work, the most successful one
Employed
Full-time / Interested in working remotely
4-6 years
Data/ML Engineer @凱基證券2018 ~ Present
・
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Employed
Full-time / Interested in working remotely
6-10 years
國立台北科技大學研究所
・
資訊管理
Senior Data Engineer @Garena2021 ~ Present
・
Data engineer
Within one year
time data pipelines with an average of TBs per month via Spark and Airflow • Experience in machine learning: develop machine learning (ML) and deep learning (DL) models while providing services on RESTful API https://www.slideshare.net/ssuserf88631/presentations 工作經歷 Senior Data Engineer • Garena 八月Present • Build and manage self-distributed systems (e.g., Hadoop, Spark, and Kafka Cluster) • Design data warehouse and provide more than 50 ETL pipelines for various game operations • Collaborate with data scientists to optimize ML models, pipelines, and services • Refactor ML projects by
Employed
Full-time / Interested in working remotely
4-6 years
National Cheng Kung University
・
Department of Electrical Engineering
Past
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技2022 ~ 2023
・
資料科學家、資料科學工程師、機器學習工程師
Within one month
in Data Analysis, Machine Learning and Deep Learning, familiar with Modeling, Data Analysis, Image Processing, Machine Learning, and Deep Learning. Taipei City, Taiwan WORK EXPERIENCE Lead Data Scientist / Full Stack Data Scientist, Vinnovation Network, Taipei, Taiwan Data Engineering / Data Analysis Spearheaded the development of a fully automated data integration pipeline that aggregated diverse data sets into a S3 Data Lake. Successfully integrated a range of data sources, including real-time data feeds from AWS Redshift and DocumentDB, as well as batch processes to import traditional CSV files. Utilized Databricks for large-scale data processing, leveraging
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
台灣大學
・
大氣科學所
Staff Cloud Architect Enginner @域動行銷股份有限公司2023 ~ Present
・
雲端工程師，雲端架構師，數據架構師
Within one month
Architect CKmates Responsible for AWS cloud architecture and solution design. AprJan 2023 Cloud Data Engineer SinYi Realty Inc. Responsible for Azure cloud architecture and Data ETL Pipeline development and management. JanApr 2022 Backend Engineer AnFu Solutions Inc. Responsible for AWS cloud environment management and architecture, ETL data cleaning, and Python API development. Project experience: House+ : Data cleaning process management, using Elastic Beanstalk in the AWS cloud environment to establish a data cleaning process pipeline. Model training process management, using Elastic Beanstalk in the AWS cloud environment to establish a model training process pipeline
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
輔仁大學
・
圖書資訊
Data Science Competition Participant @Self-Employed2020 ~ Present
・
資料科學家
Within one month
棟建築、收集期間長達三年, 協助分析比賽隊伍的機器學習模型及預測表現, 並比較不同的預測模型建構策略 - 博士論文<Automated Pipelines for Enhanced Energy Data Quality: Anomaly Detection, Data Imputation, and Generative Modeling>, 提出了一套結合異常偵測、缺失預測和數據條件生成的自動化流程, 規模化的將能源大數
Studying
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
National University of Singapore
・
Department of building
Data engineer @H2 Inc.2021 ~ Present
・
AI engineer, ML engineer, data scientist
Within three months
排程以及維運 data reports】 - 創建 2 個 ETL pipeline - 幫助 3 個不同部門維護 8 個 data reports - 利用 python 去處理並且整合 SQL, Google big query, AWS S3 bucket 不同來源的 data source 【Data analysis】 - 根據各部門所需提供相對應的數據分析 - 針對不同 project 進行 exploratory data analysis 分析 AI 工程師 • 林口長庚醫院-AI core lab 六月三月
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
清華大學
・
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Definition of Reputation Credits
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Problem-Solving
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Adaptability
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Within three months
Backend engineer
ViewSonic International Corporation
・
2023 ~ Present
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Node.js Developer, Database, Back-end Engineer
Fields of Employment
FinTech / InsurTech, Information Services, Software
Work experience
4-6 years
Management
None
Skills
Languages
English
・
Intermediate
Chinese
・
Native or Bilingual
Job search preferences
Positions
Software Engineer / Backend Engineer
Job types
Full-time
Locations
Taipei, Taiwan, New Taipei City, Taiwan
Remote
Interested in working remotely
Freelance
No
Educations
School
Tunghai University
Major
Information Management 資訊管理系
Roy Lu 呂瑞霖
Backend Developer
Backend Developer with over 4+ years of experience in node.js, AWS and MongoDB based API development.
Eager to contribute highly scalable, maintainable and solid code for the software system.
Work Experience
Node.js Backend Engineer - Hahow 好學校 Aug 2021 - Jun 2022
Nodejs API Development
- Developed solid RESTful API endpoints by applying the TDD approach.
- Applied unit tests / integration tests via mocha and CircleCI to ensure code and API qualities.
- Wrote OpenAPI documentation to validate parameters of API requests.
- Researched and developed ranking optimization that significantly improved the Aloglia search relevance of courses on Hahow.in.
- Integrated DataDog agents into backend services to enable detailed monitoring.
VOD
- Designed an AWS-based VOD solution to achieve high availability for our online learning service.
Live Streaming
- Integrated Vimeo streaming APIs into the management console of Hahow to improve the workflow efficiency of live events.
- Researched and identified live stream latency issues, providing notable steaming experience improvements.
Node.js Backend Engineer - YWT 有無科技 Feb 2018 - Aug 2021
Nodejs API Development
- Developed node.js APIs for two main products: YoWoo Food Delivery and LCB (A Neighbor Management Service).
- Designed and developed the major project for the parent company (Sinyi Realty), including AWS infrastructure setup and API development (LS 信義房屋居家生活).
- Worked closely with Cathay United Bank to develop a POC project and integrate APIs into the LCB project.
- Developed payment APIs with 3rd-party companies like KGI bank and CTBC bank.
MongoDB
- Reduced 70% MongoDB database server CPU usage by analyzing MongoDB slow queries and optimizing indexes.
- Improved the web console data loading speed by 80% by applying correct MongoDB indexing strategies.
AWS
- Maintained and monitored all AWS services in our company (about 50 AWS EC2 instances).
- Developed a web-socket-based notification system with about 170k weekly channel publishing.
- Conducted a major system migration from AWS EC2 to AWS Fargate for LCB to solve the service scaling problem.
CI/CD
- Integrated automated tests into the pipeline.
- Set up automated deployment for services on AWS Fargate.
Software Quality
- Introduced Eslint and unit-testing to the backend team for better software quality.
Skills
Backend API Development
- Node.js
- Jest and Sinon for testing
- Test-driven development
Database
- MongoDB
- AWS DynamoDB
AWS Experiences
- EC2
- DynamoDB
- ECS Fargate
- SQS
- Lambda
- API Gateway
- VPC
- nginx
- CloudFront CDN
- MediaConvert
CI / CD
- Create automated tests and automated deployment for the backend team.
- Use Bitbucket pipeline.
- github action
- CD for auto-update and deploying the new versions.
Language
- Chinese: native
- Taiwanese: native
- English: IELTS 6.5 / Toeic 885
Certificates
- MongoDB Associate Database Administrator, Feb 2023
- IELTS Academic 6.5, Nov 2022
- TOEIC 885, Mar 2019
Education
Tunghai University
Information Management
2006 - 2010
Roy Lu 呂瑞霖
Backend Developer
Backend Developer with over 4+ years of experience in node.js, AWS and MongoDB based API development.
Eager to contribute highly scalable, maintainable and solid code for the software system.
Work Experience
Node.js Backend Engineer - Hahow 好學校 Aug 2021 - Jun 2022
Nodejs API Development
- Developed solid RESTful API endpoints by applying the TDD approach.
- Applied unit tests / integration tests via mocha and CircleCI to ensure code and API qualities.
- Wrote OpenAPI documentation to validate parameters of API requests.
- Researched and developed ranking optimization that significantly improved the Aloglia search relevance of courses on Hahow.in.
- Integrated DataDog agents into backend services to enable detailed monitoring.
VOD
- Designed an AWS-based VOD solution to achieve high availability for our online learning service.
Live Streaming
- Integrated Vimeo streaming APIs into the management console of Hahow to improve the workflow efficiency of live events.
- Researched and identified live stream latency issues, providing notable steaming experience improvements.
Node.js Backend Engineer - YWT 有無科技 Feb 2018 - Aug 2021
Nodejs API Development
- Developed node.js APIs for two main products: YoWoo Food Delivery and LCB (A Neighbor Management Service).
- Designed and developed the major project for the parent company (Sinyi Realty), including AWS infrastructure setup and API development (LS 信義房屋居家生活).
- Worked closely with Cathay United Bank to develop a POC project and integrate APIs into the LCB project.
- Developed payment APIs with 3rd-party companies like KGI bank and CTBC bank.
MongoDB
- Reduced 70% MongoDB database server CPU usage by analyzing MongoDB slow queries and optimizing indexes.
- Improved the web console data loading speed by 80% by applying correct MongoDB indexing strategies.
AWS
- Maintained and monitored all AWS services in our company (about 50 AWS EC2 instances).
- Developed a web-socket-based notification system with about 170k weekly channel publishing.
- Conducted a major system migration from AWS EC2 to AWS Fargate for LCB to solve the service scaling problem.
CI/CD
- Integrated automated tests into the pipeline.
- Set up automated deployment for services on AWS Fargate.
Software Quality
- Introduced Eslint and unit-testing to the backend team for better software quality.
Skills
Backend API Development
- Node.js
- Jest and Sinon for testing
- Test-driven development
Database
- MongoDB
- AWS DynamoDB
AWS Experiences
- EC2
- DynamoDB
- ECS Fargate
- SQS
- Lambda
- API Gateway
- VPC
- nginx
- CloudFront CDN
- MediaConvert
CI / CD
- Create automated tests and automated deployment for the backend team.
- Use Bitbucket pipeline.
- github action
- CD for auto-update and deploying the new versions.
Language
- Chinese: native
- Taiwanese: native
- English: IELTS 6.5 / Toeic 885
Certificates
- MongoDB Associate Database Administrator, Feb 2023
- IELTS Academic 6.5, Nov 2022
- TOEIC 885, Mar 2019
Education
Tunghai University
Information Management
2006 - 2010