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Avatar of Vel Tien-Yun Wu.
Avatar of Vel Tien-Yun Wu.
Data Engineer @Groundhog Technologies Inc.
2021 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
by 60%, demonstrating my ability to leverage data insights to drive business improvements. With a Master's in Information Management and a Bachelor's in Economics, I possess a deep understanding of the data lifecycle, from mining and visualization to machine learning and statistical analysis, using tools like PowerBI, Seaborn, and Tableau. My specialized skills in Time Series Analysis and Machine Learning are complemented by practical experience in data workflow management platforms, such as Airflow. I am proficient in English, which has been invaluable in my work within multidisciplinary teams, ensuring clear and effective communication. Seeking
Git
Python
Scala
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
University of Illinois at Urbana-Champaign, School of Information Sciences
Information Management
Avatar of the user.
Avatar of the user.
Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Python
Power BI
Data Analytics
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立成功大學 National Cheng Kung University
Mechanical Engineering
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 資料科學家
Within one month
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%): 協助工廠數位轉型
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 the user.
Avatar of the user.
ERP資訊工程師-ERP Software Engineer @南茂科技股份有限公司 ChipMOS TECHNOLOGIES
2022 ~ Present
Engineer, SA, SD, Data Analyst, PM
Within one month
C#
Java
WebMethods
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立成功大學 National Cheng Kung University
Industrial and Information Management
Avatar of the user.
Avatar of the user.
Data Engineer @FarEasTone Telecom
2021 ~ Present
Data engineer
Within one month
Python
Azure
DataBricks
Employed
Full-time / Interested in working remotely
6-10 years
National Chung Cheng University
Applied Geophysics
Avatar of Gavin Jang.
Avatar of Gavin Jang.
AI Engineer @Revlis Biotech Co. Ltd., Yunlin County, Taiwan
2022 ~ 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 two months
and Construction Authority to proceed monitoring projects. EducationMaster of Science National Sun Yat-Sen University Biological Oceanography, Multivariate Analysis, Time Series AnalysisBachelor of Science National Sun Yat-Sen University Oceanography Skills Certificate Deep Learning Machine Learning Statistics Multivariant Analysis Python SPSS SAS PyTorch Tensorflow/Keras Scikit-Learn Matplotlib Seaborn 1. Python from the Beginning / Udemy 2. Python A-Z / Udemy 3. Machine Learning A-Z / Udemy 4. Deep Learning A-Z / Udemy 5. TensorFlow 2.0 using Keras API / Udemy 6. AI for Business / Udemy
Deep Learning
Machine Learning
Statistics
Employed
Full-time / Interested in working remotely
10-15 years
National Sun Yat-sen University
Biological Oceanography, Multivariate Analysis, Time Series Analysis
Avatar of Nilanjan Das.
Avatar of Nilanjan Das.
Data Scientist/ Engineer @Intomarkets
2022 ~ Present
Data Scientist
More than one year
Nilanjan Das Data Engineer Experienced data engineering practitioner with prior professional experience in data analytics and data science. My technical expertise helps me to build data engineering projects pipeline at scale from idealization till production deployment. I aspire to assign myself to a technically mid-senior role with a focus on consulting and liaising with multiple interdisciplinary teams. Hamburg, Germany [email protected] Experience Data Science/ Engineer (Amazon Ads) • Intomarkets AprilOct 2022 Responsible for dynamic data collection from Amazon Ad server, processing and storing in S3 bucket. Building and maintaining ML models and
Machine Learning
Statistical Analysis
Big Data
Full-time / Interested in working remotely
6-10 years
University of Paderborn
Master of Science in Computer
Avatar of Lea Yeh.
Avatar of Lea Yeh.
Data Engineer / Scientist @MediaTek Inc.
2019 ~ 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
pythonic 開發 3 年 SQL 及 SPL 開發經驗,力求優化查詢效能 2 年網頁後端開發經驗,貢獻 CDNJS 大型開源專案 (9.4K stars) Machine Learning Skills Sklearn, Numpy, Pandas, Scipy, seaborn, shap value, xgboost, random forest, linear regression, feature engineering, high dimension clustering (fit JD key word) Data Engineering & Analysis Skills Airflow, NiFi, Dataflow, BigQuery, Cloud Function, Plotly/Dash, Splunk Cloud Platform GCP: Cloud Function, Dataflow, Composer, BigQuery 學歷National Chiao Tung University Computer Science - Data Mining LabTatung
Python
SQL
Splunk
Employed
Full-time / Interested in working remotely
4-6 years
National Chiao Tung University
Computer Science
Avatar of Krish Chatterjee.
Avatar of Krish Chatterjee.
Machine Learning Engineer @Tata Consultancy Services
2021 ~ Present
Software Engineer, Machine Learning
More than one year
to develop modern day smart systems that will help in various steps of Supply Chain Management. Technical Skills: Python SQL PL/SQL JAVA AI / Machine Learning Data Science Data Analysis Statistical Analysis Predictive Analysis Hypothesis Data Visualization Pandas / NumPy Exploratory Data Analysis Scikit Learn / PySpark Seaborn / Matplotlib Domain Skills: Supply Chain Management Manufacturing Inventory Management Shipping Warehouse Management Pricing Account Receivables Education : Some Projects: Inventory Management : Real-time insights and visibility into inventory along the supply lines. Optimizing Delivery timelines by predictive demand and supply management. Scrap Reduction: Analyze and reduce manufacturing
Python
Oracle ERP
Oracle SQL
Employed
Full-time / Interested in working remotely
10-15 years
The University of Texas at Austin
Post Graduate Program in Artificial Intelligence and Machine Learning
Avatar of Al Tsao.
Avatar of Al Tsao.
Business Consultant – Market and Business Analysis @TAIWAN LISTED COMPANY
2020 ~ 2021
Business Analyst
More than one year
曹耀巍 Experienced project coordinator accomplished projects from starch to finish with efficiency. Equipped with communication/organization skills and domain knowledge in risk and budget management. Possessed excellent quantitative and conceptual problem-solving skills combined with strong business acumen. Fulfilled track-record in leading across functions, delivering strategic initiatives and geographies in an entrepreneurial environment, and not be hindered by ambiguity or competing priorities. Operation Manager, Project Manager, Product Manager Taipei Special Municipality,TW [email protected] 工作經歷 TAIWAN LISTED COMPANY, Consultant, Dec 2020 ~ Apr
Python
Pandas
Seaborn
Employed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Science in Horticultural Science

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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。