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Research & Development Engineer @三竹資訊股份有限公司
2023 ~ 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
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
就职中
目前会考虑了解新的机会
全职 / 暂不考虑远端工作
4 到 6 年
國立中央大學 National Central University
資訊工程
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Avatar of the user.
Bookkeeper @foodpanda
2015 ~ 2016
一個月內
Project Management
Communications
Leadership
就职中
目前会考虑了解新的机会
全职 / 对远端工作有兴趣
6 到 10 年
National Taipei University
Public Finance
Avatar of Aiden Lam.
Avatar of Aiden Lam.
培训项目经理 @Hytera
培训经理
超過一年
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
全职 / 对远端工作有兴趣
6 到 10 年
广东药学院
信息管理与信息系统

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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。
团队合作能力
具有向心力与团队责任感,愿意倾听他人意见并主动沟通协调。
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。
半年內
Research Development Software Engineer 位於 華碩電腦股份有限公司
Logo of ASUS.
ASUS
2023 ~ 现在
Taipei, 台灣
专业背景
目前状态
就职中
求职阶段
专业
系统架构, 大数据开发人员, 机器学习工程师
产业
软件
工作年资
1 到 2 年
管理经历
我有管理 1~5 人的经验
技能
python
Deep Learning
Machine Learning
Data Analysis
Parallel Computing
C++
MySQL
C#
Web Development
语言能力
English
进阶
求职偏好
希望获得的职位
Data Scientist
预期工作模式
全职
期望的工作地点
台灣台北市, 台灣台南市
远端工作意愿
对远端工作有兴趣
接案服务
是,我利用业余时间接案
学历
学校
國立中山大學
主修科系
應用數學系統計組
列印

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.

简历
个人档案

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.