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永豐金證券
資策會_財團法人資訊工業策進會
鴻海精密工業股份有限公司
, Coretronic Inc.
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Avatar of the user.
Avatar of the user.
Available for paid companies
Past
博士後研究員 @洛桑大學神經發育疾病實驗室
・
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Data Science
Data Analysis
Machine Learning
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
洛桑聯邦理工學院(EPFL)
・
神經科學
Avatar of 宋浩茹 Ellie Sung.
Avatar of 宋浩茹 Ellie Sung.
宋浩茹 Ellie Sung
CakeResume Premium Badge
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
宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn ｜ GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, 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
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 潘揚燊.
Avatar of 潘揚燊.
潘揚燊
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
Within one month
使人員正確使用機器及降低故障率。 生產設備數據分析，製程問題進行分析，檢視錯誤原因，如: 負擔過重、溫度過高等。 Skills Python Langchain Numpy OpenCV Tensorflow (tf.keras) Pytorch Scikit-learn C# EmguCV ASP.NET Windows Forms 程式設計開發、單元測試專案 Halcon 影像處理 影像定位 瑕疵判斷 物件量測 Skills Database MySQL Oracle
Python
Qt
Git
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
元智大學 Yuan Ze University
・
工業工程與管理學系所
Avatar of 李慕全(MuChuan Li).
Avatar of 李慕全(MuChuan Li).
李慕全(MuChuan Li)
Past
Service Provider @Taron Solutions Limited
・
2023 ~ 2023
AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
Within one month
模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型，以各式台灣景氣指標當作輸入，輸出未來經濟景氣趨勢階段。 技術：Pytorch、Pandas、Numpy、 Sklearn 論文發表 • Chen, X. Z., Li, M. C. , & Chen, Y. L, January). Strategies for Helping Anchor-Based Trackers Learn re-ID Features for Smart City Surveillance. In 2024 IEEE International Conference on Consumer Electronics (ICCE) (ppIEEE. • Li, M
Machine Learning
Computer Vision
Pytorch/Tensorflow
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
・
資訊工程
Avatar of Nelson Chen.
Avatar of Nelson Chen.
Nelson Chen
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 Engineer、Deep Learning Engineer、Data Scientist
Within one month
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
Python
C
C++
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taiwan Ocean University
・
Computer science and engineering
Avatar of 廖廷浩.
Avatar of 廖廷浩.
廖廷浩
CakeResume Premium Badge
Software Engineer @Amazon Web Services (AWS)
・
2023 ~ Present
資深前端工程師、資深後端工程師、全端工程師
Within one month
建置 6. 資料庫設計 建立後台web系統，以及APP可以模擬線上測驗。 個人開發 主題 技術 說明 Python - 量化交易 1. Tkinter 2. stockstats 3. numpy 4. ta-lib 串接元大API，即時監控數據 Multichart 1.程市策略開發並回測交易 2.使用RSI、線性回歸、MTM、ATR等技術指標 從中瞭解
Excel
C#
flutter
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
Tamkang University
・
資訊工程學系
Avatar of the user.
Avatar of the user.
Available for paid companies
Past
Senior Firmware Engineer @Artesyn Embedded Technologies
・
2019 ~ 2022
韌體工程師/軟體工程師/控制工程師/演算法工程師/
Within one month
C
Python
C/C++
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
日本電氣通信大學 The University of Electro-Communications (UEC)
・
Robotics Engineering
Avatar of VICTOR TSAI.
Avatar of VICTOR TSAI.
VICTOR TSAI
Past
經營管理人員 @優亞數位科技股份有限公司
・
2020 ~ 2021
軟體開發經理
Within one month
式語言: Python、NodeJS、C++ 程式管理: Git、GitLab 資料庫: MySQL、MongoDB、ElasticSearch、RabbitMQ、Redis 容器化技術: Docker、K8S 雲端系統: GCP 前端框架: ReactJS、Vue、Wordpress 深度學習套件: Pytorch、 OpenCV、Pandas、Numpy 工作經歷 十二月八月 2021 營運管理者 優亞數位科技股份有限公司 1. Chatbot CRM系統規劃設計與程式開發 2. 業務開發 3
Nodejs
vue.js
MongoDB
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
國立中央大學 National Central University
・
資訊工程學系
Avatar of 吳俊瑩.
Offline
Avatar of 吳俊瑩.
Offline
吳俊瑩
Past
Industrial Engineer @鴻海精密工業股份有限公司
・
2019 ~ 2023
Data Analyst 數據分析師 / Data Scientist 資料科學家
Within one month
思緒縝密、規劃能力強，領導團隊朝目標推進 ·積極主動、學習能力佳，持續吸收新知識 [email protected] 技能 Skills • Python • R • Power BI • MySQL • SAP • SAS • Pandas • Numpy • Matplotlib • Scikit-learn • Seaborn • TOEIC 705 工作經歷 Work Experience 鴻海 Foxconn Industrial Internet, IE工程師/AI專案分析師 , Feb 2019 ~ Jun工業4.0、 數位轉型專案推導 (70%)： 協助工廠
python
R
SAP
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北大學 National Taipei University
・
經濟學
50+
Avatar of the user.
Avatar of the user.
Available for paid companies
Data Analyst & IoT Software Developer @FARAZ ERTEBAT
・
2021 ~ Present
Computer Vision / Deep Learning
Within one month
C#
C/C++
MySQL
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
University of Qom
・
Information Technology | Face Recognition

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Avatar of 吳俊瑩.
吳俊瑩
Data Scientist & PM of Smart Manufacturing | Industrial Engineer
Logo of 鴻海精密工業股份有限公司.
鴻海精密工業股份有限公司
・
2019 ~ 2023
台灣新北市
Professional Background
Current status
Unemployed
Job Search Progress
Ready to interview
Professions
Data Scientist, Data Analyst, BI Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Internet of Things (IoT), Consumer Electronics
Work experience
4-6 years
Management
I've had experience in managing 1-5 people
Skills
python
R
SAP
SAS
SPSS
Stata
Statistical Analysis
Data Science
Data Visualization
Data Analysis
Power BI
tableau
SQL/MySQL
Industry 4.0
Digital Transformation
Languages
English
・
Intermediate
Job search preferences
Positions
Data Analyst 數據分析師 / Data Scientist 資料科學家
Job types
Full-time
Locations
Taiwan, Taipei, 台灣, 台灣新北市
Remote
Interested in working remotely
Freelance
No
Educations
School
國立臺北大學 National Taipei University
Major
經濟學
Print

吳俊瑩 Daniel

資料科學家/ AI專案管理/ IE工程師

·4年網通智能製造經驗，負責工業4.0數位轉型專案

·統計背景、對數字高度敏銳，能夠有效運用數據
·思緒縝密、規劃能力強，領導團隊朝目標推進
·積極主動、學習能力佳，持續吸收新知識

 技能 Skills

 •Python •R •Power BI •MySQL •SAP •SAS  •Pandas •Numpy •Matplotlib •Scikit-learn •Seaborn  •TOEIC 705

 工作經歷 Work Experience

鴻海 Foxconn Industrial Internet, IE工程師/AI專案分析師 , Feb 2019 ~ Jun 2023

1.工業4.0、數位轉型專案推導(70%)：

協助工廠數位轉型，從起初六流改善專案，持續演進到近期參與集團燈塔工廠認證，並於2021年底取得集團燈塔工廠認證！

  • 專案項目：

- Molding智能專案

  • 生產週期CT減少15%
  • 品質良率95.9%提升至98.7%

- 智能影像監控安全專案

  • 24小時安全防護，工安預防率99.9%
  • 節省監控人力100%
  • 運算模型準確率97%

- 組裝無憂生產

  • 產線效率提升20% 
  • 誤判率下降40% 
  • 人力節省102人

2. IE相關生產效率提升工作(20%)

協助廠部或單位進行效率優化，從四管六流面向切入，挖掘任何可以改善的地方，秉持IE無所無在、IE無所不能的精神，一點一滴擰出成效！

  • 專案項目：

- 烤漆廠噴塗優化專案

  • 提升15%上粉率，同時降低標準工時，整體產能利用率提升20% 
  • 平均每月漆粉費用減少8萬RMB

- 商務結算價差系統

  • 減少結差人力60%-70% 
  • 縮短結差時間50% 

3. 其他工作事項(10%)

部門直屬總經理，有不少機會參與幕僚會議及處理總經理交辦事務

  • 專案項目：

- 中央採購稽核總處系統平台專案

- 備品庫存稽查專案

- 烤漆漆粉稽查專案

 學歷 Education

臺北大學 經濟研究所，2016/09 - 2018/06 

• 主修：個體經濟、總體經濟 

• 選修：高維度資料分析、投資分析 、貨幣理論

• 自學：股票研究及操作


Experiences 00 00@2x 504900dc09d82f711fdb54cf5763251cab5193a844856da978b2b8f3907ecd5a

輔仁大學 統計資訊學系，2012/09 - 2016/06

• 主修：統計分析、軟體操作、資訊管理、程式語言

• 選修：統計推論、應用統計、保險精算、品質管理


Experiences 00 01@2x 6daa47d1df70d315f129dcecdd562003831581c4cdd8f9c819aa22d4a24ae150

 專案 Projects

Molding智能專案

結合集團工業4.0專案推動，與模廠研發團隊及廠部共同合作，透過傳感器採集成型機台數據結合人工品檢數據，並利用Random Forest/ Isolation Forest模型挖掘影響品質的關鍵參數 此外，藉由Fii自行開發的系統，實現監控生產狀態，適時輔助現場師傅調整機台參數來閉環管控品質

組裝無憂生產

通過對組裝自動化設備進行數字化改造，導入設備稼動及異常管理系統，實時掌控現場生產和異常停機狀態等信息，提升產線效率，實時激勵機制也提升作業員的積極性；同時搭配品質管理系統PQS能夠高效地管控不良產品數量、位置、追溯能力；最後結合智能叫修系統：增加維修實時性、防止漏單，同時推進無紙化作業。

智能影像監控安全專案

智能影像監控系統通過視覺識別技術搭配Yolo模型，確保作業員合規穿戴安全裝備以及現場危險行為辨識，當異常發生立即報警並通報上級主管。同時建立實時安全聯鎖監測和訊號自檢系統，簡化並監督點檢流程，並實時監控設備的安全聯鎖機制訊號，避免安全防護失效，確保設備安全，為安全生產提供雙重防護。

Resume
Profile
Print

吳俊瑩 Daniel

資料科學家/ AI專案管理/ IE工程師

·4年網通智能製造經驗，負責工業4.0數位轉型專案

·統計背景、對數字高度敏銳，能夠有效運用數據
·思緒縝密、規劃能力強，領導團隊朝目標推進
·積極主動、學習能力佳，持續吸收新知識

 技能 Skills

 •Python •R •Power BI •MySQL •SAP •SAS  •Pandas •Numpy •Matplotlib •Scikit-learn •Seaborn  •TOEIC 705

 工作經歷 Work Experience

鴻海 Foxconn Industrial Internet, IE工程師/AI專案分析師 , Feb 2019 ~ Jun 2023

1.工業4.0、數位轉型專案推導(70%)：

協助工廠數位轉型，從起初六流改善專案，持續演進到近期參與集團燈塔工廠認證，並於2021年底取得集團燈塔工廠認證！

  • 專案項目：

- Molding智能專案

  • 生產週期CT減少15%
  • 品質良率95.9%提升至98.7%

- 智能影像監控安全專案

  • 24小時安全防護，工安預防率99.9%
  • 節省監控人力100%
  • 運算模型準確率97%

- 組裝無憂生產

  • 產線效率提升20% 
  • 誤判率下降40% 
  • 人力節省102人

2. IE相關生產效率提升工作(20%)

協助廠部或單位進行效率優化，從四管六流面向切入，挖掘任何可以改善的地方，秉持IE無所無在、IE無所不能的精神，一點一滴擰出成效！

  • 專案項目：

- 烤漆廠噴塗優化專案

  • 提升15%上粉率，同時降低標準工時，整體產能利用率提升20% 
  • 平均每月漆粉費用減少8萬RMB

- 商務結算價差系統

  • 減少結差人力60%-70% 
  • 縮短結差時間50% 

3. 其他工作事項(10%)

部門直屬總經理，有不少機會參與幕僚會議及處理總經理交辦事務

  • 專案項目：

- 中央採購稽核總處系統平台專案

- 備品庫存稽查專案

- 烤漆漆粉稽查專案

 學歷 Education

臺北大學 經濟研究所，2016/09 - 2018/06 

• 主修：個體經濟、總體經濟 

• 選修：高維度資料分析、投資分析 、貨幣理論

• 自學：股票研究及操作


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輔仁大學 統計資訊學系，2012/09 - 2016/06

• 主修：統計分析、軟體操作、資訊管理、程式語言

• 選修：統計推論、應用統計、保險精算、品質管理


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 專案 Projects

Molding智能專案

結合集團工業4.0專案推動，與模廠研發團隊及廠部共同合作，透過傳感器採集成型機台數據結合人工品檢數據，並利用Random Forest/ Isolation Forest模型挖掘影響品質的關鍵參數 此外，藉由Fii自行開發的系統，實現監控生產狀態，適時輔助現場師傅調整機台參數來閉環管控品質

組裝無憂生產

通過對組裝自動化設備進行數字化改造，導入設備稼動及異常管理系統，實時掌控現場生產和異常停機狀態等信息，提升產線效率，實時激勵機制也提升作業員的積極性；同時搭配品質管理系統PQS能夠高效地管控不良產品數量、位置、追溯能力；最後結合智能叫修系統：增加維修實時性、防止漏單，同時推進無紙化作業。

智能影像監控安全專案

智能影像監控系統通過視覺識別技術搭配Yolo模型，確保作業員合規穿戴安全裝備以及現場危險行為辨識，當異常發生立即報警並通報上級主管。同時建立實時安全聯鎖監測和訊號自檢系統，簡化並監督點檢流程，並實時監控設備的安全聯鎖機制訊號，避免安全防護失效，確保設備安全，為安全生產提供雙重防護。