竣傑 勤
Data Scientist
Summary
Organized and dependable candidate successful at managing multiple priorities with a positive attitude. Willingness to take on added responsibilities to meet team goals. Hardworking and passionate job seeker with strong organizational skills eager to secure [Senior Software Engineer Leader (Image Processing)] position. Ready to help team achieve company goals.
Overview
10
10
years of professional experience
10
10
years of post-secondary education
Work History
副理
盟立自動化
新竹
04.2022 - Current
- 物流系統效能與設備健康的智能診斷模組開發(iEDS)
- 帶領團隊成員從資料收集，資料處理，特徵計算，到可視化網頁與分析工具的開發
- 透過最佳化物流搬送任務的順序，提升設備效率25%
- 協助其他工程單位，分析高空走行式無人搬運車(OHT)膠輪脫落的根因，帶領團隊從資料擷取到完整建模分析出膠輪脫落的原因，並歸納出綜合指標可精準預測到膠輪異常
- 提出盟立開發戰情室(Dashboard)的路線圖(Roadmap)，規劃資料收集架構及網頁架構(Data Engineering and Web Architecture)
- 提供品保單位及工程單位設備的品質提升策略，提升設備品質與系統穩定度的方向與做法
Principal Engineer
TSMC
新竹
06.2017 - 12.2021
- Image defect inspection and critical dimension massive measurement algorithm development by python and matlab
- Machine learning based root cause analysis web system development by python, javascript
- For frontend to backend all process stage, improve engineer's productivity to enhance yield during N7 to N3 Technology Node
- Idea forum silver award : using GAN to generate virtual defect image
產品開發光學工程師
光焱
高雄
06.2016 - 06.2017
- 使用LED光源取代傳統氙燈光源，開發太陽光模擬器
- 整合與規劃太陽能模組量測設備，交付成品給標準檢驗局
- LED混光系統與控制系統開發
資深工程師
新世紀光電
台南
12.2013 - 06.2016
- 具有情境照明系統的智慧型LED燈泡開發
- 使用LED光源取代傳統鹵素燈泡之相關車燈模組開發
- 使用LED光源取代傳統鹵素燈泡之相關車燈光學設計
- 拜訪車燈廠客戶蒐集需求及介紹公司產品
Education
Ph.D. - Photonics And Optoelectronics
National Taiwan University
Taipei 09.2008 - 07.2013
Master of Science - Photonics And Optoelectronics
National Taiwan University
Taipei 09.2006 - 07.2008
Bachelor of Science - Mechanical Engineering
National Taiwan University
Taipei 09.2002 - 07.2006
Skills
Data Science
Image Processing
Web Application
Data Engineering
Timeline
副理
盟立自動化
04.2022 - Current
Principal Engineer
TSMC
06.2017 - 12.2021
產品開發光學工程師
光焱
06.2016 - 06.2017
資深工程師
新世紀光電
12.2013 - 06.2016
Ph.D. - Photonics And Optoelectronics
National Taiwan University
09.2008 - 07.2013
Master of Science - Photonics And Optoelectronics
National Taiwan University
09.2006 - 07.2008
Bachelor of Science - Mechanical Engineering
National Taiwan University
09.2002 - 07.2006
Programming Language and Framework
python, javascript, scikit-learn, opencv, scikit-image, keras, tensorflow, pandas, flask, django, fastapi, dash, sqlalchemy, plotly