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Avatar of Justin Liu.
Avatar of Justin Liu.
Manager @GOMAJI 夠麻吉
2017 ~ Present
Project Lead / Tech Lead / Team Lead / Technical Manager
Within one month
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
Employed
Ready to interview
Full-time / Interested in working remotely
10-15 years
Shih Hsin University
Management Information Systems, General
Avatar of 宋浩茹 Ellie Sung.
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
JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow, Git, Docker, Jenkins, Line Bot , Azure Bot Service, Tableau ML & NLP Techniques: LMOps, RAG, Fine-tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT Research and Work Experience Research Assistant OctPresent Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) National Taiwan University Hospital (NTUH): Focused on exploring the generality and expertise of LLMs ( e.g., LLaMA2, Zephyr
Python
R
Natural Language Processing (NLP)
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
資訊科學系
Avatar of 陳惠龍.
Avatar of 陳惠龍.
Data science lecturer @Ittraining
2020 ~ Present
Data Scientist 資料科學家_數據分析師
Within one month
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
Employed
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
Purdue University
School of civil engineering (Stochastic & statistical hydrology)
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Avatar of the user.
Past
PHP Developer @飛資得資訊股份有限公司
2023 ~ 2024
php後端工程師
Within one month
PHP Laravel Framework
PHPUnit
MariaDB / MySQL 資料庫設計、管理
Unemployed
Ready to interview
Full-time / Remote Only
6-10 years
Asia-Pacific International University
Computer and Information Systems Security/Information Assurance
Avatar of the user.
Avatar of the user.
Group Product Manager, E-Commerce (Product Head) @Dcard 狄卡科技股份有限公司
2023 ~ Present
Product Lead or Head of Product
Within one month
Product Strategy
Problem Solving
Team Leadership
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
Fu Jen Catholic University 輔仁大學
Fashion & Apparel Design
Avatar of the user.
Avatar of the user.
Past
Frontend Software Engineer @德商foodpanda_富胖達股份有限公司
2022 ~ 2023
資深前端工程師
Within one month
HTML/CSS
JavaScript
TypeScript
Unemployed
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Full-time / Interested in working remotely
6-10 years
國立台灣大學
資訊管理

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More than one year
Senior Software Engineer
Seagull Scientific
2008 ~ 2021
台灣台北市
Professional Background
Current status
Job Search Progress
Professions
Full Stack Development
Fields of Employment
Software
Work experience
10-15 years
Management
Skills
Visual Studio
C#
C++
MFC C++
C
MVVM
OOP Programming
Languages
English
Fluent
Job search preferences
Positions
Job types
Full-time
Locations
Remote
Interested in working remotely
Freelance
No
Educations
School
National Taiwan Normal University
Major
Information Technology
Print

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
Resume
Profile

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