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On
4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
Avatar of Justin Liu.
Avatar of Justin Liu.
Manager @GOMAJI 夠麻吉
2017 ~ 现在
Project Lead / Tech Lead / Team Lead / Technical Manager
一個月內
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 scalability, improved system reliability and operational efficiency, reduced costs. 4. Data Platform and Personalized Recommendation System: (1) Responsibility: Built AWS data platform including ETL, data warehousing, and lakes. Led development of a personalized recommendation system using AWS Personalize, custom algorithm and Generative AI, e.g. OpenAI, Genimi
Team Lead
Management Team
Cloud Architecture
就职中
正在积极求职中
全职 / 对远端工作有兴趣
10 到 15 年
Shih Hsin University
Management Information Systems, General
Avatar of the user.
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
一個月內
Python
R
Natural Language Processing (NLP)
就职中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
國立政治大學(National Chengchi University)
資訊科學系
Avatar of the user.
Avatar of the user.
資料分析師 Data Analyst @Portto 門戶科技| Blocto
2022 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
一個月內
python
R
MySQL
就职中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
臺灣大學
流行病學與預防醫學所 生物統計組
Avatar of 陳奕妤.
Avatar of 陳奕妤.
曾任
Senior Data Analyst @趨勢科技
2022 ~ 现在
Data Scientist, Data Analyst, Machine Learning Engineer
一個月內
view APP usage - app usage tree view is designed to let users be able to easily get customer’s usage data. Skill : Microsoft SQL Server · Kusto Query Language (KQL) · Azure Databricks · Microsoft Azure Dashboard · Tableau · Microsoft Power BI · Data Cubes · pySpark · Git Data Analyst • Bank SinoPac OctNov 2022 Personalized recommendation system on official website. Using machine learning model to find the potential customers, total uplift 20% click rate and 6% conversion rate, find out the important features to help business stakeholders give the proper campaign to different customers. Integrate user's transaction data, online behavior data, interest
python
R
SQL
待业中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
輔仁大學 Fu Jen Catholic University
統計資訊學系
Avatar of Zheng Tzer Lee (李政澤).
Avatar of Zheng Tzer Lee (李政澤).
Consultant @Startup
2023 ~ 2024
Pre-sales/PM/Business Consultant/Business Analyst/System Analyst
一個月內
析解決方案,降低客戶和專案成本 • 獲頒 2022 年最佳表現者之一 • 增加2位顧問作為資源協助客戶的專案; 輔導新顧問 Business Data Analyst (Recommendation System Engineer) • 良興股份有限公司 MarchJuly 2020 | New Taipei City, Taiwan 背景 • 公司進行數位轉型 • 領導數據發展部的數據專案 Data Analytics 專案 • 負責市場洞察挖
Python
Tableau Prep/Tableau Desktop
ETL
就职中
正在积极求职中
全职 / 暂不考虑远端工作
4 到 6 年
Fu Jen Catholic University
Brand and Fashion Management
Avatar of 鄒適文.
Avatar of 鄒適文.
曾任
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
一個月內
reached the Databricks Delta Lake. Established robust guardrails using the combined might of AWS Lambda, Apache Airflow and Databricks, ensuring that data stored in the DataBricks Delta Lake consistently met the highest quality benchmarks. MLOps / Machine Learning / Data Science Utilized Databricks to build a LightGCN-based recommendation system, fine-tuning for precise content delivery. Monitored model versions with MLflow, ensuring continuous integration. Seamlessly merged our recommendation system with Databricks Delta Lake, maintaining a high-quality data influx and elevating system performance. Developed a comprehensive MLOps service on Databricks, spanning from preprocessing to deployment
python
tensorflow
keras
待业中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
台灣大學
大氣科學所
Avatar of 陳惠龍.
Avatar of 陳惠龍.
Data science lecturer @Ittraining
2020 ~ 现在
Data Scientist 資料科學家_數據分析師
一個月內
Agency Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a recommender system based on real-world e-commerce sessions, 2023/02/08 - Bronze medal (solo): (Kaggle) H&M Personalized Fashion Recommendations: Provide product recommendations based on previous purchases, 2022/05
nlp-rasa
recommender system
pytorch tensorflow
就职中
目前会考虑了解新的机会
兼职 / 对远端工作有兴趣
15 年以上
Purdue University
School of civil engineering (Stochastic & statistical hydrology)
Avatar of Chin Ya Chang.
Avatar of Chin Ya Chang.
Senior Software Engineer @International Integrated Systems, Inc.(IISI)
2020 ~ 现在
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
一個月內
Chin Ya Chang Machine Learning Engineer New Taipei City , Taiwan [email protected] Current Position: AI Team - Software Engineer at the Central Weather Bureau, specializing in machine learning. Tasks include image generation, numerical prediction, data calibration, recommendation systems, and text generation using data from satellites, radar, and geographic information. I stay updated on AI advancements by studying research papers and implementing new approaches into projects. Recently, I've focused on deploying Large Language Models (LLM) in customer-oriented chatbots. Proficient in Docker for establishing and maintaining development environments, deploying projects to client environments.
Python
PyTorch
Machine Learning
就职中
目前会考虑了解新的机会
全职 / 对远端工作有兴趣
4 到 6 年
私立中原大學 Chung Yuan Christian University
環境工程
Avatar of 莊鈞諺.
Avatar of 莊鈞諺.
Expertise & Innovation Lead, Cloud @fifty-five
2023 ~ 现在
Cloud Solution Architect
一個月內
and collaborative efforts. Data Specialist / R&D Institute for Information Industry OctOct 2023 Taipei, Taiwan - Digital Marketing & Traffic Optimization: Enhanced search traffic via strategic SEO for major platforms. - Large-Scale Website Project: Contributed to a high-value SaaS website launch, overseeing deployment and development. - Data Analysis & Systems : Developed GCP-centric data systems, boosting data integration and analysis. - Team Leadership & Innovation: Created a Vertex AI recommendation engine, advancing data team methodologies. EducationNational Chengchi University MS in Computer Science Thesis:Explainable Deep Learning-Based Recommendation Systems: Enhancing the Services of Public Sector Subsidy Online Platform Courses
Google Analytics
Google Tag Manager
Data Mining
就职中
全职 / 对远端工作有兴趣
4 到 6 年
National Chengchi University
Computer Science
Avatar of the user.
Avatar of the user.
Principal Engineer @Coretronic Corporation, 中強光電
2020 ~ 2022
Machine Learning Engineer
一個月內
Python
Linux
C++
就职中
全职 / 对远端工作有兴趣
6 到 10 年
國立台灣大學
經濟學

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职场能力评价定义

专业技能
该领域中具备哪些专业能力(例如熟悉 SEO 操作,且会使用相关工具)。
问题解决能力
能洞察、分析问题,并拟定方案有效解决问题。
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遇到突发事件能冷静应对,并随时调整专案、客户、技术的相对优先序。
沟通能力
有效传达个人想法,且愿意倾听他人意见并给予反馈。
时间管理能力
了解工作项目的优先顺序,有效运用时间,准时完成工作内容。
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领导力
专注于团队发展,有效引领团队采取行动,达成共同目标。
超過一年
Senior Software Engineer
Seagull Scientific
2008 ~ 2021
台灣台北市
专业背景
目前状态
求职阶段
专业
全端工程师
产业
软件
工作年资
10 到 15 年
管理经历
技能
Visual Studio
C#
C++
MFC C++
C
MVVM
OOP Programming
语言能力
English
进阶
求职偏好
希望获得的职位
预期工作模式
全职
期望的工作地点
远端工作意愿
对远端工作有兴趣
接案服务
学历
学校
National Taiwan Normal University
主修科系
Information Technology
列印

Erin Tsai 

email : [email protected]

Senior Software Engineer

I was born in Kaohsiung as the first child of my family. I also joined the school wind band of Kaohsiung Girls' Senior High School to relax myself from pressure. As a love laughing person, I made a happy fragrance for people around me and it‘s easier to make friends.

I went to college through admission by recommendation and screening. Graduated at rank seven. Data Mining Laboratory was where I pursued my Master's degree. My thesis is Incremental Detection for Frequent Sub-Graph Patterns Changing on Data Streams. Graph is a kind of structural data. The complexity of mining a frequent sub-graph is NP hard. My thesis is compared with a foreign PhD. student's thesis which was posted in ICDM02 (gSpan : Graph-Based Substructure Pattern Mining) .

I worked for VIVOTEK INC. in 2006 to develop a H264 SoC (System on Chip) . Working on the IP camera and DVR software on the ARM-Linux platform with the C language. Integrated video and audio libraries, which are developed by the SOC team into software. Sent mpeg4/jpeg data stream to the RTSP server.

In October 2007 , the SoC department was spun off and set up by Vatics. In Vatics, I was in charge of OSD (on screen display) on a DVR (digital video recorder) developed with nano-x and FLTK.

Seagull Scientific was the company I worked for in 2008. I was working on barcode software. I ran a full stack development flow : study specifications, development, testing, code review and documentation. Use thermal printers to print out 1D/2D barcodes / printer code and verify with the scanner. Visual Studio, P4V, JIRA, Confluence, Crucible and VMWare were my daily utilities. I co-worked with software teams in the U.S. and fixed bugs developed by other teams. Also, I co-worked with QA and technical support.
In the first five years, I developed C++ and MFC in the OOP / OOD manner. There are a total of 2 applications to maintain and develop. Briefly listed what I was in charge of :
1. Developed new barcode functions Composite, UPC / EAN split digit text view, tested with thermal printer and validation.
2. Drawn barcode with a 90/180/270 angle rotation.
3. Use a third party library to show a table of data information .Insert / delete / modify / drag and drop to change positions of data.
4. Developed a stand-alone data source that was originally an object in all kinds of data sources in the main application, to meet with legacy needs and to develop new functions, such as importing/exporting documents; insert / deleting from all objects that referenced it.

Then I learned C# to develop new applications. With MVVM concept and using Caliburn Micro to develop from front end to back end. There are a total of 4-5 applications to maintain. Briefly listed what I was in charge of :
1. Re-developed a legacy string transform function into C#, it can search and replace, search and delete, search and insert before / insert after the string , prepend, append.
2. Developed a text editor with a third party library. It supported pure text / XML / HTML for users to edit. The editor can do XML / HTML syntax highlighting, undo / redo/save files / copy / cut / paste / font settings / search and replace / encoding.
3. Upgraded a third party's library to enable JSON syntax in the editor and fixed code in a third party library to meet legacy needs. Developed a JSON editor with this library that can do syntax highlighting and auto completion.

I want to keep studying and learning new knowledge. I also want to make the most contribution to my company.

  Taipei, Taiwan

Work Experience

Senior Software Engineer   •  Seagull Scientific

5+ years C++ MFC, WinForm
Developed and maintained 2 Applications
1 Developed barcode software.
2 Used third party library to show a table of data.
3 Developed a stand alone data source for main program objects to reference.
4 Developed managed code and WinForm.

6+ years C# MVVM, Caliburn Micro
Developed and maintained 4 Applications
1 Developed a legacy c++ string comparing functions to C#.
2 Used DevExpress library to develop a text, XML, HTML editor with syntax highlighting etc.
3 Upgrade a third party editor library and developed a JSON editor with syntax highlighting, auto completion.

Full stack development flow
1. In OOP/OOD manner from front end to backend.
2. Study, development, test, code review and documentation.
3. Visual Studio, P4V, JIRA, Confluence, Crucible and VMWare were my daily utilities.
4. Code reviews other colleague’s code.
5. Co-worked with American software teams, QA, and Technical Support.
6. Debugged managed/unmanaged code, Active X and VMWare remote debugging.

Dec. 2008 - March 2021

Software Engineer   •  Vatics

Department spinned off from Vivotek.
1. Developed OSD(on screen display) on DVR(digital video recorder) developed with nano-x and FLTK。
1. DVR Menu configuration : I define XML tag (Time/IP address/option choice/numbers/English input) to let the user configure to indicate the contents and configuration methods of the configuration page. Parse file to set every page in OSD.
2. Layout Manager of UI:I define the layout format(table with row span, column span and nested table) to let the user write XML files to meet his needs. Parse user files and shows a neat and flexible layout.
3. Command dispatcher: Send out user’s commands to other programs via Linux FIFO IPC.
2. Recorder database
To improve efficiency, we defined the Meta format to save recorded data into the database. Clips of a recorder are directly saved onto a disk not managed by a file system.

Oct. 2007 - Dec. 2008

Software Engineer   •   Vivotek 

Worked in the SOC department of H264/265 SoC.
Developed C program in an embedded system on arm-Linux.
1. Integrated Video and audio libraries, which are developed by a SOC team.
2. Send the mpeg4/ jpeg data stream to the RTSP server.

July 2006 - Oct.2007

Education 

2003 - 2005

National Taiwan Normal University

Information Technology

1999 - 2003

National Taiwan Normal University

Information Technology

Skill

Language 


  • C
  • C++ MFC
  • C# MVVM
  • OOP Programming
  • SQL

  • English
简历
个人档案

Erin Tsai 

email : [email protected]

Senior Software Engineer

I was born in Kaohsiung as the first child of my family. I also joined the school wind band of Kaohsiung Girls' Senior High School to relax myself from pressure. As a love laughing person, I made a happy fragrance for people around me and it‘s easier to make friends.

I went to college through admission by recommendation and screening. Graduated at rank seven. Data Mining Laboratory was where I pursued my Master's degree. My thesis is Incremental Detection for Frequent Sub-Graph Patterns Changing on Data Streams. Graph is a kind of structural data. The complexity of mining a frequent sub-graph is NP hard. My thesis is compared with a foreign PhD. student's thesis which was posted in ICDM02 (gSpan : Graph-Based Substructure Pattern Mining) .

I worked for VIVOTEK INC. in 2006 to develop a H264 SoC (System on Chip) . Working on the IP camera and DVR software on the ARM-Linux platform with the C language. Integrated video and audio libraries, which are developed by the SOC team into software. Sent mpeg4/jpeg data stream to the RTSP server.

In October 2007 , the SoC department was spun off and set up by Vatics. In Vatics, I was in charge of OSD (on screen display) on a DVR (digital video recorder) developed with nano-x and FLTK.

Seagull Scientific was the company I worked for in 2008. I was working on barcode software. I ran a full stack development flow : study specifications, development, testing, code review and documentation. Use thermal printers to print out 1D/2D barcodes / printer code and verify with the scanner. Visual Studio, P4V, JIRA, Confluence, Crucible and VMWare were my daily utilities. I co-worked with software teams in the U.S. and fixed bugs developed by other teams. Also, I co-worked with QA and technical support.
In the first five years, I developed C++ and MFC in the OOP / OOD manner. There are a total of 2 applications to maintain and develop. Briefly listed what I was in charge of :
1. Developed new barcode functions Composite, UPC / EAN split digit text view, tested with thermal printer and validation.
2. Drawn barcode with a 90/180/270 angle rotation.
3. Use a third party library to show a table of data information .Insert / delete / modify / drag and drop to change positions of data.
4. Developed a stand-alone data source that was originally an object in all kinds of data sources in the main application, to meet with legacy needs and to develop new functions, such as importing/exporting documents; insert / deleting from all objects that referenced it.

Then I learned C# to develop new applications. With MVVM concept and using Caliburn Micro to develop from front end to back end. There are a total of 4-5 applications to maintain. Briefly listed what I was in charge of :
1. Re-developed a legacy string transform function into C#, it can search and replace, search and delete, search and insert before / insert after the string , prepend, append.
2. Developed a text editor with a third party library. It supported pure text / XML / HTML for users to edit. The editor can do XML / HTML syntax highlighting, undo / redo/save files / copy / cut / paste / font settings / search and replace / encoding.
3. Upgraded a third party's library to enable JSON syntax in the editor and fixed code in a third party library to meet legacy needs. Developed a JSON editor with this library that can do syntax highlighting and auto completion.

I want to keep studying and learning new knowledge. I also want to make the most contribution to my company.

  Taipei, Taiwan

Work Experience

Senior Software Engineer   •  Seagull Scientific

5+ years C++ MFC, WinForm
Developed and maintained 2 Applications
1 Developed barcode software.
2 Used third party library to show a table of data.
3 Developed a stand alone data source for main program objects to reference.
4 Developed managed code and WinForm.

6+ years C# MVVM, Caliburn Micro
Developed and maintained 4 Applications
1 Developed a legacy c++ string comparing functions to C#.
2 Used DevExpress library to develop a text, XML, HTML editor with syntax highlighting etc.
3 Upgrade a third party editor library and developed a JSON editor with syntax highlighting, auto completion.

Full stack development flow
1. In OOP/OOD manner from front end to backend.
2. Study, development, test, code review and documentation.
3. Visual Studio, P4V, JIRA, Confluence, Crucible and VMWare were my daily utilities.
4. Code reviews other colleague’s code.
5. Co-worked with American software teams, QA, and Technical Support.
6. Debugged managed/unmanaged code, Active X and VMWare remote debugging.

Dec. 2008 - March 2021

Software Engineer   •  Vatics

Department spinned off from Vivotek.
1. Developed OSD(on screen display) on DVR(digital video recorder) developed with nano-x and FLTK。
1. DVR Menu configuration : I define XML tag (Time/IP address/option choice/numbers/English input) to let the user configure to indicate the contents and configuration methods of the configuration page. Parse file to set every page in OSD.
2. Layout Manager of UI:I define the layout format(table with row span, column span and nested table) to let the user write XML files to meet his needs. Parse user files and shows a neat and flexible layout.
3. Command dispatcher: Send out user’s commands to other programs via Linux FIFO IPC.
2. Recorder database
To improve efficiency, we defined the Meta format to save recorded data into the database. Clips of a recorder are directly saved onto a disk not managed by a file system.

Oct. 2007 - Dec. 2008

Software Engineer   •   Vivotek 

Worked in the SOC department of H264/265 SoC.
Developed C program in an embedded system on arm-Linux.
1. Integrated Video and audio libraries, which are developed by a SOC team.
2. Send the mpeg4/ jpeg data stream to the RTSP server.

July 2006 - Oct.2007

Education 

2003 - 2005

National Taiwan Normal University

Information Technology

1999 - 2003

National Taiwan Normal University

Information Technology

Skill

Language 


  • C
  • C++ MFC
  • C# MVVM
  • OOP Programming
  • SQL

  • English