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On
4-6 years
6-10 years
10-15 years
More than 15 years
Manager @GOMAJI 夠麻吉2017 ~ Present
・
Project Lead / Tech Lead / Team Lead / Technical Manager
Within one month
App Development: (1) Responsibility: Led development of Android and iOS apps, using Java, Kotlin, Objective-C, Swift. Introduced Flutter and integrated CircleCI for CI/CD, overseeing planning to execution. (2) Achievement: Established cross-platform development process, reducing costs and ensuring product stability through automation. 3. Cloud Architecture, CI/CD, and Software Development Process: (1) Responsibility: Developed hybrid cloud architecture using GCP, especially include local K8S, GaKE, Docker and other services. Implemented CI/CD systems and designed internal software processes, communicating closely with executive leadership. (2) Achievement: Enhanced IT infrastructure flexibility and
Employed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
Shih Hsin University
・
Management Information Systems, General
Expertise & Innovation Lead, Cloud @fifty-five2023 ~ Present
・
Cloud Solution Architect
Within one month
Employed
Full-time / Interested in working remotely
4-6 years
National Chengchi University
・
Computer Science
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
Information Industry) Experience FebApr 2023 Solutions 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
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
輔仁大學
・
圖書資訊
Analyst @Business Next Media Corp.2017 ~ 2019
・
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
., Digital Analyst, Sep 2019 ~ Jan 2021 • Established data tracking and data standards for ASUS online products & social platforms in 70 countries. • Employed ML algorithms to analyze consumer behavior and data visualization. Business Next Media Corp., Analyst, Jul 2017 ~ Jul 2019 • Achieved 76.6% revenue increase and 45% increase unit prices through strategic volume monetization. Education National Taiwan University, BS, Psychology, 2013 ~ 2017 Skills Data Solutions & Architecture Cloud Services: AWS cloud services & IBM cloud service Data Solutions: Data Lakehouse, ETL, Data Platform, Database Management, BI, Data security & Data Governance. AI : Generat...
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
PsychologyTeam Lead Manager of Technical Operation @Finstek - GMI2023 ~ Present
・
Operations Manager / Team Leader / Product Manager / Platform Administrator
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Taipei University of Technology
・
Industrial Engineering
Past
資深前端工程師 @比房科技2022 ~ 2024
・
Frontend developer.
Within one month
Ethan, Kao Frontend Engineer Taipei City, Taiwan Github: github.com/ethansnow2012 Email: [email protected] Mobile:Day of Birth:Mile StonesSide Project - CodeBaseJsonLaunched my own SaaS service, Victor Bar, launched at www.victorbar.twFreelance project: Live streaming comment integration and marquee effects (used in presidential electionsSuccessfully contributed code to a major open-source project (vueuseFirst independently completed commercial project (website developmentSmall-scale full stack prototype project, Ashenone.js (Beta), later used for freelance projects and side projectsMaster's thesis published: "Design of Cloud-based Digit Recognition using Partially Connected Neural Networks." Work
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
暨南大學
・
電機工程
Senior Software Engineering @Browan Communications, Inc.2021 ~ Present
・
Firmware Engineer, Firmware Developer, Embedded Software Engineer
Within one month
IoT sensor device project, OBM/ODM/OEM production test and safety certification. 1. Completed about 10 product cases of the company 2. Good business logic and participate in product specifications proposals 3. Developing the LoRaWAN protocol. 4. Provide program development sample (modular architecture, porting and driver development). 5. Production related experience: - Production flow. - Hardware verification. - Safety specification. Assistant Software Engineer Powertech Industrial Co., Ltd. • NovResponsibility Develop smart home projects, including smart plug, Android APP, and integrate into Amazon web services. 1. Assist engineers
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
St. John's University
・
電機工程系Software Engineer @OpenNet Limited2024 ~ Present
・
Senior Software Engineer
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
10-15 years
資策會_財團法人資訊工業策進會
・
Java軟體工程師就業養成班
Past
後端工程師 @一步科技2022 ~ 2023
・
後端工程師
Within one month
完成預定、付費、開立發票一條龍服務 利用 Redis Geospatial 製作地圖搜尋功能 撰寫 unit test 導入技術： 使用 Github Actions 導入簡易 CI/CD 導入 Go Clean Architecture ，並分層撰寫Unit Test 導入 Google Cloud Logging，將系統的 log 同步至 Google，方便查詢及Debug 使用 OpenAPI Generator 產生 API 文件 導入 Gin 及 Gorm 框架 導入 mockery 自動根
Unemployed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
台北市立大學
・
資訊
Senior Software Development Engineer @奔騰網路2023 ~ Present
・
資深後端工程師
Within one month
prediction to obtain some information, machine learning frameworks such as tensorflow and pytorch, and also use huggingface's lib to connect multiple models (self-study of basic AI or machine learning and other related knowledge), and also study google self attention model, etc. 5. Experience in using multiple clouds, and using Terrafrom to set up cloud services, including: AWS, GCP, Azure, etc. 6. Performance optimization, experience in improving the performance of remote session log services by more than 80%. 7. Separately develop the SSO system used by the company's services, including social login
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
臺灣國立空中大學
・
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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
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Leadership
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Within one month
Semiconductor Advanced Process Data Engineer & Scientist
MediaTek Inc.
・
2019 ~ Present
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Engineer, Data Scientist, Big Data Engineer
Fields of Employment
Big Data
Work experience
4-6 years
Management
I've had experience in managing 1-5 people
Skills
Languages
Chinese
・
Native or Bilingual
English
・
Intermediate
German
・
Beginner
Job search preferences
Positions
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
Job types
Full-time
Locations
Taipei, 台灣
Remote
Interested in working remotely
Freelance
No
Educations
School
National Chiao Tung University
Major
Computer Science
Lea Yeh / 葉美伶
現任聯發科技公司 | AI & Big Data 部門 | 半導體先進製程 | 資料科學家
業務橫跨公司成本控管及晶片開發，開發 PB-level 資料從 data integration 到 machine learning 的所有環節，能快速分析巨量資料，並從資料源頭提升 prediction model 表現。
- Data Science,
- 透過 machine learning model 改善控制手機溫度控制機制，降低溫度誤差 < 1C
- 協助晶片開發者降低 20% 功耗，提升手機效能 14K Antutu score
- 開發 BI Dashboard 分析 EDA tool 使用狀況，降低 25% 採購成本
- Data Engineer,
- 建立結構化資料和非結構化資料之 automating data pipelines
- 設計 PB-level 資料 ETL 流程並引入阿里巴巴 data warehouse 分層設計
- 建立資料品質 realtime 監控機制，資料缺失率 50% 降低到 <1%
工作經歷
Data Engineer / Scientist
MediaTek Inc. • 2019/07 - Present
協助晶片設計提升產品效能
- 透過 regression model 改善控制手機溫度控制機制，溫度誤差 < 1C
- 透過 unsupervised learning 精確分貨，多救回過去誤分的 5% 高階晶片
- 建立 PB-level data warehouse 降低 20% 功耗並提升手機效能 (14K Antutu Score)
協助晶片開發掌握新製程特性
- 透過 Plotly/Dash 進行數據分析，協助晶片開發人員縮短開發時間 50%
- 於 BigQuery 透過數倉分層設計及優化 SQL 提升 70% 效能
建立雲端分析管道
- 透過 NiFi, Airflow, Dataflow, BigQuery 設計 ETL 流程
- 在公司數位轉型初期，引入阿里巴巴數據中台理論的數據分層設計，提升資料表重用率
- 建立資料品質實時監控機制，資料缺失率 50% 降低到 <1%，每個月降低人力成本 7.5man-day
進行 EDA License 及 Computing Farm 成本控管
公司三大成本: EDA License, Computing Farm, 人力
- 透過 Splunk 建立互動式 BI Dashboard，輔助 EO 採買決策，減少 25% 採購成本
- 提升 11% 整體 EDA license 使用率，19% EDA temp license 使用率
能跨部門協調獨立作業，並帶領團隊完成專案
- 深獲合作部門肯定，於 2021 獲得 15 個跨部門 vAward
- 為公司節省巨額採購成本，於 2020 獲得 IT 年度獎
Software Engineer
MediaTek Inc. • 2016/09 - 2019/07
開發 Modem Log 相關除錯及分析工具
- 以 Vue.js 搭配 Electron 建立 World Wide Field Frial Upload Tool
- 結合 Python 及 Jenkins 開發 ICD DMS 達到自動化以文件規範實作
- 透過 AngularJS 開發 StackOverflow-like QA 平台
技能
Programming Skills
Python, SQL, SPL, NodeJS, HTMK, CSS, Git, CI/CD
- 8 年以上 Python 編程經驗，嚴格遵守 PEP8 coding style 規範，追求高效優雅 pythonic 開發
- 3 年 SQL 及 SPL 開發經驗，力求優化查詢效能
- 2 年網頁後端開發經驗，貢獻 CDNJS 大型開源專案 (9.4K stars)
Machine Learning Skills
Sklearn, Numpy, Pandas, Scipy, seaborn, shap value, xgboost, random forest, linear regression, feature engineering, high dimension clustering (fit JD key word)
Data Engineering & Analysis Skills
Airflow, NiFi, Dataflow, BigQuery, Cloud Function, Plotly/Dash, Splunk
Cloud Platform
GCP: Cloud Function, Dataflow, Composer, BigQuery
學歷
2014 - 2016
National Chiao Tung University
Computer Science - Data Mining Lab
2011 - 2014
Tatung University
Computer Science
Lea Yeh / 葉美伶
現任聯發科技公司 | AI & Big Data 部門 | 半導體先進製程 | 資料科學家
業務橫跨公司成本控管及晶片開發，開發 PB-level 資料從 data integration 到 machine learning 的所有環節，能快速分析巨量資料，並從資料源頭提升 prediction model 表現。
- Data Science,
- 透過 machine learning model 改善控制手機溫度控制機制，降低溫度誤差 < 1C
- 協助晶片開發者降低 20% 功耗，提升手機效能 14K Antutu score
- 開發 BI Dashboard 分析 EDA tool 使用狀況，降低 25% 採購成本
- Data Engineer,
- 建立結構化資料和非結構化資料之 automating data pipelines
- 設計 PB-level 資料 ETL 流程並引入阿里巴巴 data warehouse 分層設計
- 建立資料品質 realtime 監控機制，資料缺失率 50% 降低到 <1%
工作經歷
Data Engineer / Scientist
MediaTek Inc. • 2019/07 - Present
協助晶片設計提升產品效能
- 透過 regression model 改善控制手機溫度控制機制，溫度誤差 < 1C
- 透過 unsupervised learning 精確分貨，多救回過去誤分的 5% 高階晶片
- 建立 PB-level data warehouse 降低 20% 功耗並提升手機效能 (14K Antutu Score)
協助晶片開發掌握新製程特性
- 透過 Plotly/Dash 進行數據分析，協助晶片開發人員縮短開發時間 50%
- 於 BigQuery 透過數倉分層設計及優化 SQL 提升 70% 效能
建立雲端分析管道
- 透過 NiFi, Airflow, Dataflow, BigQuery 設計 ETL 流程
- 在公司數位轉型初期，引入阿里巴巴數據中台理論的數據分層設計，提升資料表重用率
- 建立資料品質實時監控機制，資料缺失率 50% 降低到 <1%，每個月降低人力成本 7.5man-day
進行 EDA License 及 Computing Farm 成本控管
公司三大成本: EDA License, Computing Farm, 人力
- 透過 Splunk 建立互動式 BI Dashboard，輔助 EO 採買決策，減少 25% 採購成本
- 提升 11% 整體 EDA license 使用率，19% EDA temp license 使用率
能跨部門協調獨立作業，並帶領團隊完成專案
- 深獲合作部門肯定，於 2021 獲得 15 個跨部門 vAward
- 為公司節省巨額採購成本，於 2020 獲得 IT 年度獎
Software Engineer
MediaTek Inc. • 2016/09 - 2019/07
開發 Modem Log 相關除錯及分析工具
- 以 Vue.js 搭配 Electron 建立 World Wide Field Frial Upload Tool
- 結合 Python 及 Jenkins 開發 ICD DMS 達到自動化以文件規範實作
- 透過 AngularJS 開發 StackOverflow-like QA 平台
技能
Programming Skills
Python, SQL, SPL, NodeJS, HTMK, CSS, Git, CI/CD
- 8 年以上 Python 編程經驗，嚴格遵守 PEP8 coding style 規範，追求高效優雅 pythonic 開發
- 3 年 SQL 及 SPL 開發經驗，力求優化查詢效能
- 2 年網頁後端開發經驗，貢獻 CDNJS 大型開源專案 (9.4K stars)
Machine Learning Skills
Sklearn, Numpy, Pandas, Scipy, seaborn, shap value, xgboost, random forest, linear regression, feature engineering, high dimension clustering (fit JD key word)
Data Engineering & Analysis Skills
Airflow, NiFi, Dataflow, BigQuery, Cloud Function, Plotly/Dash, Splunk
Cloud Platform
GCP: Cloud Function, Dataflow, Composer, BigQuery
學歷
2014 - 2016
National Chiao Tung University
Computer Science - Data Mining Lab
2011 - 2014