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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
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Gorilla Technology Group 大猩猩科技股份有限公司
ZUELLIG PHARMA
foodpanda
三竹資訊股份有限公司
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Avatar of chiyun chao.
Avatar of chiyun chao.
chiyun chao
Research & Development Engineer @三竹資訊股份有限公司
・
2023 ~ 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
Studio/DVC/MLflow Developed training templates. AI-SaaS Implemented NLU tasks using BERT-based models to provide functions such as named entity recognition, entity relation extraction, and article classification . Implemented NLG tasks using T5 to provide article summarization functionality. NetProbe - DPI Use 1D-CNN and MLP models for encrypted network traffic identification . Use the Autoencoder model for unknown packet detection . Taiwan Ministry of the Interior Investigation Bureau Police Station - AI Crime Investigation Trace Analysis System: Use BERT-based models to provide more comprehensive association analysis results by identifying named entities and extracting entity
Python
JAVA
Linux
Employed
・
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立中央大學 National Central University
・
資訊工程
Avatar of the user.
Avatar of the user.
Available for paid companies
Bookkeeper @foodpanda
・
2015 ~ 2016
Within one month
Project Management
Communications
Leadership
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taipei University
・
Public Finance
Avatar of Aiden Lam.
Avatar of Aiden Lam.
Aiden Lam
培训项目经理 @Hytera
培训经理
More than one year
人力方案 基于对业务的理解，开展业务调研，制定业务人力相关方案与策略，包括干部管理、员工沟通，激励机制等方案。 启航MLP训练营 针对公司部长级的管理干部量身定制的混合式学习项目，在项目中负责项目调研、设计、实施等工作任务。 班组长
Word
Photoshop
IllustratorCS4
Full-time / Interested in working remotely
6-10 years
广东药学院
・
信息管理与信息系统

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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.
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Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
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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.
Within six months
Avatar of Edward Kuo (Chih-Rong, Kuo).
Edward Kuo (Chih-Rong, Kuo)
Research Development Software Engineer 位於 華碩電腦股份有限公司
Logo of ASUS.
ASUS
・
2023 ~ Present
Taipei, 台灣
Professional Background
Current status
Employed
Job Search Progress
Professions
System Architecture, Big Data Engineer, Machine Learning Engineer
Fields of Employment
Software
Work experience
1-2 years
Management
I've had experience in managing 1-5 people
Skills
python
Deep Learning
Machine Learning
Data Analysis
Parallel Computing
C++
MySQL
C#
Web Development
Languages
English
・
Fluent
Job search preferences
Positions
Data Scientist
Job types
Full-time
Locations
台灣台北市, 台灣台南市
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
國立中山大學
Major
應用數學系統計組
Print

Edward Kuo (Chih-Rong Kuo)


 Taipei City, Taiwan

Dedicated Senior Software/AI Engineer with 3 Years of Experience.

Experienced Senior Software Engineer and AI Expert with a background in R&D. Proven track record in developing advanced AI algorithms and software solutions. Key achievements include leading the LINE recommendation project with a 150% increase in retail revenue and significant contributions to AI-powered software in various domains.

Proficient in NLP, Computer Vision, C#, C++, Python, SQL

Work Experience

Senior Software Engineer Research Development

ASUS  •  七月 2023 - Present

[Department]
- Product R&D Dept, Digital Image Technology Div

[Achievements]
1. Development of AISDetector R3 signal detection software.
2. Design of data flow and system for SSM (Smart Shelf-Management).
3. Development of front-end pages for SSM (Smart Shelf-Management).
4. Development of automated test programs for API integration in EHS project.

Research Development Software Engineer

ASUS  •  四月 2022 - 七月 2023

[Achievements]
1. Integrated AISDetector signal detection software with RS232 for data collection.
2. Designed the software architecture for aging machinery signal detection.
3. Participated in the 2022 Intel® DevCup and achieved the honor of national third place.

Artificial Intelligence Engineer

AviviD Innovative Media  •  四月 2021 - 四月 2022

[Main Responsibility]
- Leading the team in designing and developing the LINE recommendation and push system.
- Leading the team in designing and developing the media recommendation and push system.
- Collaborated in the development of the e-commerce push project
- Contributed to the joint development of the keyword extraction project.

[Achievement]
- Successfully led the LINE push project, resulting in a remarkable 150% growth in retail revenue.
- Created anreport system using LINE/slack Web-hook and Google Analytics(GA) API.
- Significantly improved query speed by 415% by integrating internal database structure and optimizing query statements.

Project

CyberAudio

https://github.com/cssc9cssc9/CyberAudio

Competition: 2022 Intel DevCup 
Position: Third Place 

Description: CyberAudio, a music software for track separation and automatic music notation, was developed to reduce the time spent on writing music scores and lower the entry barrier for beginners. This software aims to make music education more accessible and widespread. 

Related Skill: Postgre SQL, Django, Python, PyTorch, HTML, JS

Thesis Organizer

https://github.com/cssc9cssc9/ThesisOrganizer

Description: Thesis Organizer: A tool for managing academic research papers.
Motivation: In academic research, managing the interrelations of numerous papers becomes challenging. 

Related Skill: MSQL, RESTful API, Python, Markdown, Mermaid, Wiki Markup 

Skill

System Development

Kubernete
Docker

Back-end

MySQL
Postgre SQL
Node.js

Front-end

HTML5
Bootstrap5


Progamming Languages

C++
C#
Python

Award

2022 Intel DevCup Competition (Concept Group 3rd place): CyberAudio

The main objectives of the '2022 Intel® DevCup' competition are:

  • Showcase OpenVINO Toolkit: Demonstrate the effectiveness of the Intel® Distribution of OpenVINO™ Toolkit in AI application development and deployment.

  • Innovate in Edge AI: Drive innovation in Edge AI by challenging developers to create cutting-edge AI solutions.

Resume
Profile
Print

Edward Kuo (Chih-Rong Kuo)


 Taipei City, Taiwan

Dedicated Senior Software/AI Engineer with 3 Years of Experience.

Experienced Senior Software Engineer and AI Expert with a background in R&D. Proven track record in developing advanced AI algorithms and software solutions. Key achievements include leading the LINE recommendation project with a 150% increase in retail revenue and significant contributions to AI-powered software in various domains.

Proficient in NLP, Computer Vision, C#, C++, Python, SQL

Work Experience

Senior Software Engineer Research Development

ASUS  •  七月 2023 - Present

[Department]
- Product R&D Dept, Digital Image Technology Div

[Achievements]
1. Development of AISDetector R3 signal detection software.
2. Design of data flow and system for SSM (Smart Shelf-Management).
3. Development of front-end pages for SSM (Smart Shelf-Management).
4. Development of automated test programs for API integration in EHS project.

Research Development Software Engineer

ASUS  •  四月 2022 - 七月 2023

[Achievements]
1. Integrated AISDetector signal detection software with RS232 for data collection.
2. Designed the software architecture for aging machinery signal detection.
3. Participated in the 2022 Intel® DevCup and achieved the honor of national third place.

Artificial Intelligence Engineer

AviviD Innovative Media  •  四月 2021 - 四月 2022

[Main Responsibility]
- Leading the team in designing and developing the LINE recommendation and push system.
- Leading the team in designing and developing the media recommendation and push system.
- Collaborated in the development of the e-commerce push project
- Contributed to the joint development of the keyword extraction project.

[Achievement]
- Successfully led the LINE push project, resulting in a remarkable 150% growth in retail revenue.
- Created anreport system using LINE/slack Web-hook and Google Analytics(GA) API.
- Significantly improved query speed by 415% by integrating internal database structure and optimizing query statements.

Project

CyberAudio

https://github.com/cssc9cssc9/CyberAudio

Competition: 2022 Intel DevCup 
Position: Third Place 

Description: CyberAudio, a music software for track separation and automatic music notation, was developed to reduce the time spent on writing music scores and lower the entry barrier for beginners. This software aims to make music education more accessible and widespread. 

Related Skill: Postgre SQL, Django, Python, PyTorch, HTML, JS

Thesis Organizer

https://github.com/cssc9cssc9/ThesisOrganizer

Description: Thesis Organizer: A tool for managing academic research papers.
Motivation: In academic research, managing the interrelations of numerous papers becomes challenging. 

Related Skill: MSQL, RESTful API, Python, Markdown, Mermaid, Wiki Markup 

Skill

System Development

Kubernete
Docker

Back-end

MySQL
Postgre SQL
Node.js

Front-end

HTML5
Bootstrap5


Progamming Languages

C++
C#
Python

Award

2022 Intel DevCup Competition (Concept Group 3rd place): CyberAudio

The main objectives of the '2022 Intel® DevCup' competition are:

  • Showcase OpenVINO Toolkit: Demonstrate the effectiveness of the Intel® Distribution of OpenVINO™ Toolkit in AI application development and deployment.

  • Innovate in Edge AI: Drive innovation in Edge AI by challenging developers to create cutting-edge AI solutions.