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Taipei City, Taiwan
Avatar of 傅群.
Avatar of 傅群.
Data Science Competition Participant @Self-Employed
2020 ~ Present
資料科學
Within one month
名 (團隊成員, 獲得1,500美元Aidea:中科智慧製造-光電製程品質預測, 第一名 (獨立參賽, 獲得1,500美元) - Kaggle平台的程式碼(notebooks)Master (180th/資料科學家 • 探識空間科技有限公司 八月一月 2020 | Taipei, Taiwan 與台積電合作研發: 應用人工智慧於建築設備群的運轉異常偵測及
Microsoft Office
python
machine learning
Studying
Ready to interview
Full-time / Interested in working remotely
4-6 years
National University of Singapore
Department of building
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
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
Avatar of Nelson Chen.
Avatar of 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 鄒適文.
Avatar of 鄒適文.
Past
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技
2022 ~ 2023
資料科學家、資料科學工程師、機器學習工程師
Within one month
Shih-Wen Tsou - With more than 5 years of experience in Data Analysis, Machine Learning and Deep Learning, familiar with Modeling, Data Analysis, Image Processing, Machine Learning, and Deep Learning. Taipei City, Taiwan WORK EXPERIENCE Lead Data Scientist / Full Stack Data Scientist, Vinnovation Network, Taipei, Taiwan Data Engineering / Data Analysis Spearheaded the development of a fully automated data integration pipeline that aggregated diverse data sets into a S3 Data Lake. Successfully integrated a range of data sources, including real-time data feeds from AWS Redshift and DocumentDB, as well as batch processes to import traditional CSV
python
tensorflow
keras
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
台灣大學
大氣科學
Avatar of 吳俊瑩.
Offline
Avatar of 吳俊瑩.
Offline
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
Within one month
吳俊瑩 Dani el 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 danielwu0221@protonmail
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
Avatar of 陳銘哲.
Avatar of 陳銘哲.
資料科學家 主任 @太古汽車集團_英屬維京群島商太古國際汽車股份有限公司台灣分公司
2022 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer, Supply Chain Manager, Data Science Manager,
Within one month
和Python語言,並持續不斷地學習新技術,參與多個資料科學相關的專案。 目前,我非常榮幸能夠加入MIT IDSS 的 MicroMasters Program in Statistics and Data Science (SDS)資料科學計劃,這讓我有機會與來自世界各地的專業人士一同學習資料科學領域的最新技術和專案。 工作經歷 資料科學
SEO Optimization
SEO strategy
Google Analytics
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
麻省理工學院Massachusetts Institute of Technology
Data Science and Machine Learning
Avatar of the user.
Avatar of the user.
專案經理 @花蓮慈濟醫院
2022 ~ Present
PM/產品經理/專案管理
Within one month
PHP
JavaScript
教學
Employed
Open to opportunities
Part-time / Interested in working remotely
6-10 years
國立東華大學
資訊工程
Avatar of 周君諦.
Avatar of 周君諦.
Senior AI Research/Engineer (part-time) @NeuroBonic Inc.
2022 ~ 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 Engineer、Deep Learning Engineer、Data Scientist
Within one month
Chun-Ti (Peter) Chou AI (DL/ML) Researcher & Engineer / Signal Processing https://www.linkedin.com/in/chun-ti-chou/ [email protected]/Hsinchu, Taiwan Working Experience and Education Senior AI Research/Engineer NeuroBonic Inc. • MarchPresent As a core startup member, I am responsible for developing a DL framework for our emotion recognition solution. The team joined AppWorks AW#25 (JulyDec, a startup acceleration program. Skills : Digital Signal Processing (SciPy, Librosa), Deep Learning (PyTorch), Project Management Master's Degree, Computer Science and
Python
PyTorch
Machine Learning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Yang Ming Chiao Tung University
Computer Science
Avatar of the user.
Avatar of the user.
資料科學 @格萊鉑數位有限公司
2018 ~ Present
資料分析師
Within one month
Python
Machine Learning
R
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
淡江大學
資訊管理
Avatar of the user.
Avatar of the user.
數據分析師 @忠訓國際
2022 ~ Present
數據分析師、資料科學
Within one month
Python
MySQL
MongoDB
Employed
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
逢甲大學 Feng Chia University
財務金融

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Technical Skills
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Problem-Solving
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Adaptability
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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

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。