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國立政治大學(National Chengchi University)
資訊科學系
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Data Engineer @Rooit Inc. (XO App)
2023 ~ 2023
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 EngineerDeep Learning Engineer、Data Scientist
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中國醫藥大學(China Medical University)
臨床醫學研究所
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OPC Chief Engineer @TSMC
2020 ~ 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 EngineerDeep Learning Engineer、Data Scientist
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Chun-Jung Huang [email protected] Chiao-Tung University, Ph.D. - Photonics,2015 ~ 2020 Member of The Phi Tau Phi Scholastic Honor Society of the Republic of China. Work Experience TSMC, OPC Chief Engineer (MarPresent) ◆Introduced image anomaly detection techniques to identify and address defects in photomask manufacturing, significantly improving product quality and reducing turnaround time. ◆Managed large-scale data processing tasks, demonstrating expertise in analyzing and handling datasets of hundreds of millions, to bolster model development and optimization. ◆Excelled in distributed computing, optimizing code execution across thousands of systems to
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National Chiao-Tung University
Ph.D. - Clinical Engineering
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智慧製造全端開發工程師 @聯華電子股份有限公司
2022 ~ Present
AI工程師、機器學習工程師、深度學習工程師、影像演算法工程師、資料科學家、Ai Application Engineer,Machine Learning Engineer,Deep Learning Engineer,Data Scientist
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潘揚燊 ㄕㄣ Shen Pan Kaohsiung City,Taiwan •  [email protected] 希望職務:人工智慧、機器視覺應用開發工程師 現任 : 聯華電子 RPA 平台全端開發工程師 您好,我是潘揚燊,目前任職於 聯華電子 , 擔任 智慧製造 全端開發工程師 , 畢業於元智大學工業工程與管理學系研
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4-6 years
元智大學 Yuan Ze University
工業工程與管理學系所
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Senior engineer @Chicony Electronics Co, Ltd.
2018 ~ Present
全端工程師、後端工程師、前端工程師、軟體專案主管、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 EngineerDeep Learning Engineer、Data Scientist
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Nelson Chen Senior engineer Dedicated Software Engineer with 6+ Years of Experience Senior software engineer specializing in web page development and deep learning. Proficient with machine learning technologies, such as TensorFlow, Numpy, etc. Experience Senior engineer • Chicony Electronics Co, Ltd. .Build an Auto-Encoder AI model for defective detection. .Build an object detection model for detecting car types. .Developed a Front-End and Back-End website for data analysis. .Manage the production process and make it automated production. NovPresent Software engineer • Teco image systems co. ltd .Developed and maintained MFP driver
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National Taiwan Ocean University
Computer science and engineering
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全端工程師 @中冠資訊股份有限公司
2021 ~ Present
網站後端工程師
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Vue.js
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清華大學 National Tsing Hua University
核子工程 nuclear engineering
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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 EngineerDeep Learning Engineer、Data Scientist
Within one month
following experience: - backend framework: Spring boot, Flask - familiar with DB syntax for Elasticsearch, PosgresSQL and MSSQL Taiwan E-mail: [email protected] Skill languages Python JAVA backend Spring Boot Flask Deep Learning Pytorch CI/CD Docker Git SVN Jenkins Work Experience 工作經歷 Research & Development Engineer Mitake Information Corporation • JulPresent LLM-Based conversation system R&D Retrival Augmented Generation (RAG) system development ReAct prompting system development OpenSource LLM inference/prompting engineering Software Engineer Gorilla Technology Group • OctMay 2023 Main Role / Achievement: Research machine learning topics such as natural language processing (NLP) and deep
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
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資訊人員 @新北市淡水區公所
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 EngineerDeep Learning Engineer、Data Scientist
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謝慧珊 目前就職於公家機關擔任資訊人員,熱愛閱讀與寫作, 即將於致理科技大學進修商務智慧與創新科技研究所碩士班, 研究範圍為AI創新科技領域。 個性情感充沛並且喜歡觀察人群與反思,勇於接受挑戰。 座右銘: 樂觀積極,感恩惜福 www.shammixxd159
office
Python
WordPress
Employed
Open to opportunities
Full-time / Remote Only
10-15 years
致理科技大學
資訊管理系
Avatar of Chin Ya Chang.
Avatar of Chin Ya Chang.
Senior Software Engineer @International Integrated Systems, Inc.(IISI)
2020 ~ 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 EngineerDeep Learning Engineer、Data Scientist
Within one month
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
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4-6 years
私立中原大學 Chung Yuan Christian University
環境工程
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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 EngineerDeep Learning Engineer、Data Scientist
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Top 10 trang cá độ bóng đá uy tín nhắt Việt Nam. Review nền tảng cá cược trực tuyến cho những ai chưa tìm được web cá độ qua mạng phù hợp 351 Đ. Lê Đại Hành, Phường 13, Quận 11, Thành phố Hồ Chí Minh, Việt Nam#trangcacuocbongda #Trang_Cá_Độ_Bóng_Đá #Trang_Cá_Cược_Bóng_Đá https://trangcacuocbongda.app/ https://www.youtube.com/channel/UCoJT7RDFAl5RfBiA0tUtMYg/about https://www.reddit.com/user/trangcacuocbongdaapp/ https:/
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Software Engineer
Logo of 三竹資訊股份有限公司.
三竹資訊股份有限公司
2023 ~ Present
Taiwan
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Back-end Engineer, Python Developer, Machine Learning Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Software, Robotics
Work experience
4-6 years
Management
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Skills
Python
JAVA
Linux
Deep Learning with PyTorch
Natural Language Processing (NLP)
Deep Packet Inspection
Spring Boot
Docker
SVN/Git
Jenkins
ElasticSearch
PostgreSQL/MySQL/MSSQL
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Chinese
Native or Bilingual
English
Intermediate
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Remote
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國立中央大學 National Central University
Major
資訊工程
Print

趙啟雲 chiyun chao

A software engineer with 4 years of experience in AI model training and backend development. 

In the domain of machine/deep learning, I am familiar with:
- focus on NLP(Natural language processing) and DPI(Deep packet inspection)
- NLP networks such as Transformer, BERT, T5
- have experience with AI training platform development with mlflow, Label Studio, DVC 

In terms of backend development, I have the following experience:
- backend framework: Spring boot, Flask 
- familiar with DB syntax for Elasticsearch, PosgresSQL and MSSQL

  Taiwan E-mail: [email protected]

 

Skill

languages

Python
JAVA

backend

Spring Boot
Flask

Deep Learning 

Pytorch

CI/CD

Docker
Git
SVN
Jenkins

Work Experience

工作經歷

Research & Development Engineer

Mitake Information Corporation •  Jul 2023 - Present

  • LLM-Based conversation system R&D
    • Retrival Augmented Generation (RAG) system development
    • ReAct prompting system development
  • OpenSource LLM inference/prompting engineering

Software Engineer

Gorilla Technology Group • Oct 2018 - May 2023

Main Role / Achievement: 

  • Research machine learning topics such as natural language processing (NLP) and deep packet inspection (DPI), and conducted proof of concept (POC) projects. 
  • Developed an AI training platform. 
  • Developed an AI-based model inference service and deployed it to the environment. 

Major Product and Project Experience

  • AI training platform 
    • backend development with Label 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 relationships from client's internal data. 
  • Taiwan High Prosecutors Office - National Drug Database System: 
    • Developed an alarm scheduler service. 
    • Developed Microsoft Excel parsers to support importing data from major payment and exchange operators.   

Education

National Central University

Computer Science and Information Engineering   Master's degree  •  2016 - 2018
- Research : Advantages and Constraints of a Hybrid Model K-12 E-Learning Assistant Chatbot (Published in: IEEE Access DOI: 10.1109/ACCESS.2020.2988252)

National Central University

Computer Science and Information Engineering   Bachelor's degree •  2012 - 2016

- Collaborated with Lishin Hospital on the development of a stroke rehabilitation app through industry-academic partnership.

Resume
Profile

趙啟雲 chiyun chao

A software engineer with 4 years of experience in AI model training and backend development. 

In the domain of machine/deep learning, I am familiar with:
- focus on NLP(Natural language processing) and DPI(Deep packet inspection)
- NLP networks such as Transformer, BERT, T5
- have experience with AI training platform development with mlflow, Label Studio, DVC 

In terms of backend development, I have the following experience:
- backend framework: Spring boot, Flask 
- familiar with DB syntax for Elasticsearch, PosgresSQL and MSSQL

  Taiwan E-mail: [email protected]

 

Skill

languages

Python
JAVA

backend

Spring Boot
Flask

Deep Learning 

Pytorch

CI/CD

Docker
Git
SVN
Jenkins

Work Experience

工作經歷

Research & Development Engineer

Mitake Information Corporation •  Jul 2023 - Present

  • LLM-Based conversation system R&D
    • Retrival Augmented Generation (RAG) system development
    • ReAct prompting system development
  • OpenSource LLM inference/prompting engineering

Software Engineer

Gorilla Technology Group • Oct 2018 - May 2023

Main Role / Achievement: 

  • Research machine learning topics such as natural language processing (NLP) and deep packet inspection (DPI), and conducted proof of concept (POC) projects. 
  • Developed an AI training platform. 
  • Developed an AI-based model inference service and deployed it to the environment. 

Major Product and Project Experience

  • AI training platform 
    • backend development with Label 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 relationships from client's internal data. 
  • Taiwan High Prosecutors Office - National Drug Database System: 
    • Developed an alarm scheduler service. 
    • Developed Microsoft Excel parsers to support importing data from major payment and exchange operators.   

Education

National Central University

Computer Science and Information Engineering   Master's degree  •  2016 - 2018
- Research : Advantages and Constraints of a Hybrid Model K-12 E-Learning Assistant Chatbot (Published in: IEEE Access DOI: 10.1109/ACCESS.2020.2988252)

National Central University

Computer Science and Information Engineering   Bachelor's degree •  2012 - 2016

- Collaborated with Lishin Hospital on the development of a stroke rehabilitation app through industry-academic partnership.