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2023 ~ 2024
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Within one month
Python
Tableau Prep/Tableau Desktop
ETL
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4-6 years
Fu Jen Catholic University
Brand and Fashion Management
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Front-End Developer @Storipress
2022 ~ Present
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JavaScript
React.js
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Employed
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4-6 years
國立中正大學
資訊工程學系
Avatar of Iris Chen 陳彥羽.
Avatar of Iris Chen 陳彥羽.
Media Planning Assistant Manager @DAC_台灣迪艾思股份有限公司
2023 ~ Present
Account Manager
Within one month
coordinating KOL collaborations, advertorials, TV program placements, and paid advertising(FB, Google Ads, Taboola, LINE LAP). AprDec 2022 Senior Account Executive D.A.Consortium Inc. Client service, media planning, and account management. Cross-functional communication for performance control. (Facebook, Google, Yahoo) Performance reporting including data visualization and data-driven proposals. Maintained an average monthly media spend exceeding 6 million throughout% of YoY revenue growth in 2020, and 19% of YoY revenue growth inDecApr 2020 Scheduling Operator FOX Networks Group Asia Responsible for daily program broadcast log creation, integrating program content, promotional resources, and
Word
Excel
PowerPoint
Employed
Ready to interview
Full-time / Not interested in working remotely
4-6 years
National Taiwan University
Bachelor
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Avatar of Yuchun Lai.
Past
Frontend Engineering Manager, Data Science @Vpon Big Data Group
2022 ~ 2023
Frontend Engineer, Full Stack Engineer
Within one month
pipeline with Github Actions to enforce Git Flow, ensuring product stability. 5. Utilized Jest, Cypress, and Mocks Server for comprehensive testing, ensuring product stability. Sr. Frontend Engineer, Data Science • Vpon Big Data Group MayFebruary 2022 | Taipei, Taiwan 1. Developed a large-scale data platform with data visualization and segmented downloads from scratch. 2. Utilized deck.gl and vector tiles to accurately present geographical data of millions of travelers online. 3. Developed a React UI Library with tree select, virtual table, and data chart components for large-scale data presentation.
HTML
CSS
React
Unemployed
Ready to interview
Full-time / Interested in working remotely
10-15 years
YZU University (元智大學)
Information Communication
Avatar of 陳勤霖.
Avatar of 陳勤霖.
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
學腦科學實驗室 1. 神經電生理訊號分析、神經細胞追蹤分析,與藥理試驗。 2. 研究論文撰寫與國際研討會的舉辦。 技能 Data Science Data Analysis, Image Analysis, Machine Learning, Deep Learning, Statistical Analysis, Data visualization Programming Python, PyTorch, NumPy, Pandas, Matplotlib, Scikit-Learn, Git, PostgreSQL, Docker Biotechnology Neuroscience, Genetics, Imaging, Scientific Writing Soft skill Project Management, Probelm Solving, Team Player, Proactive Communication 語言 English — 專業 Chinese — 母語或
Data Science
Data Analysis
Machine Learning
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Full-time / Interested in working remotely
4-6 years
洛桑聯邦理工學院(EPFL)
神經科學
Avatar of Raghupalreddy Vatti.
Avatar of Raghupalreddy Vatti.
Past
Senior Associate @GreyCampus EduTech
2014 ~ 2023
Senior Associate
Within one month
and developed analytical data structures to support business intelligence and reporting needs. Managed and maintained critical databases to ensure data integrity, availability, and security. Diagnosed and resolved complex system issues using SQL Profiler, improving problem resolution times. Conducted regular database backups and implemented recovery processes to prevent data loss and ensure business continuity. Collaborated with cross-functional teams to integrate database functionality into web applications and portals. Created web-based dashboards and reporting tools for data visualization, aiding decision-making processes. Provided expert consultation on database design, optimization, and troubleshooting. Documented analysis results
MySQL
Microsoft SQL Server
Power BI
Unemployed
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Full-time / Not interested in working remotely
6-10 years
Jyothishmathi institute of technology and science
M.Tech(VLSI Desin)
Avatar of Chun-Jung Huang.
Avatar of Chun-Jung Huang.
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 Engineer、Deep Learning Engineer、Data Scientist
Within one month
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 significantly improve processing speed and efficiency. ◆Developed sophisticated data visualization tools to distill complex datasets into actionable insights, aiding strategic decision-making. The University of Tokyo, Foreign Researcher (OctSep◆Pioneered a neural network-based approach for cell image classification and data visualization, enhancing lab capabilities in biological research. ◆Designed a user-friendly GUI for neural network model
Deep learning with TensorFlow
Translational Research
Clinical Research
Employed
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Full-time / Interested in working remotely
4-6 years
National Chiao-Tung University
Ph.D. - Clinical Engineering
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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 陳奕妤.
Avatar of 陳奕妤.
Past
Senior Data Analyst @趨勢科技
2022 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Cathy Chen Sr. Data Analyst Senior data analyst with over 6 years experience in ETL, data visualization, exploratory data analysis, machine learning, deep learning, customized online dashboard using SQL , R , Python and data analytics tools. Data Scientist, Data Analyst Taipei, Taiwan [email protected] Experience Sr. Data Analyst • TrendMicro NovNow Work with cross-functional teams(UI/UX designer, Front-end, Back-end, Marketing, PM, Sales) to provide related data, design metrics, report and dashboard. Cross app data tracking and user journey analysis. VisionOne customers engagement score - the metrics can help fields to
python
R
SQL
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
統計資訊學系
Avatar of Giovanna Sun.
Avatar of Giovanna Sun.
UI UX Designer | Project Manager @MASU Web Design
2016 ~ Present
品牌專案企劃 網路行銷企劃 數位行銷企劃 UI/UX 設計師 專案管理師
Within six months
Cinema/Video Studies New York Institute of Technology-Graduate School Communication and Media Studies Yale School of Management-Professional Certificate Behavioral Finance / Financial Markets / Finance /Behavioral Economics Skills: Office 365/Agile Project Management/Product Management/Google Analytics/Adobe Creative Cloud AdWords/Youtube/Communication/UI/UXDesign/Mentoring and Coaching/Asana/Video Production Podcasting/ Blockchain/Business Development/Influencer Marketing/Market Research/Tableau/Data Visualization/NFT/NFT Marketplace/DeFi/DAO/NFT Creators/Bilingual Chinese and English
Agile Project Management
Google Analytics
Adobe Creative Cloud
Employed
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4-6 years
City University of New York-College of Staten Island
Film/Cinema/Video Studies

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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
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Job types
Full-time
Locations
Taiwan, Taipei, 台灣, 台灣新北市
Remote
Interested in working remotely
Freelance
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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。