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Junwei Li
軟體工程師
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Junwei Li

軟體工程師
目前任職於友達光電,擔任軟體開發工程師。 • 即時影像辨識,部署 YOLOv7 於 Jetson Nano,實際產線準確率 >96%,並完成自動化資料庫整合與 EDA 分析。 • 主導演算法與系統層優化(stack / parallelism / state machine),提升設備利用率 40%,單機年節能與成本節省達千萬等級。 • 整合檢測車感測器資料,處理並寫入資料庫,透過網頁建置提供即時資料視覺化,確保系統穩定與資料完整率 100%。 • 2025 Q1 特殊優秀專案貢獻獎。
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AUO Corporation 友達光電股份有限公司
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中原大學 Chung Yuan Christian University
新竹市, 台灣
Taiwan

Featured Resume

Uploaded on Jan 13th 2026
Uploaded on Jan 13th 2026

Professional Background

  • Current Status
    Employed
  • Profession
    C,C++ Developer
    Machine Learning Engineer
    Software Engineer
  • Fields
    Software
    Semiconductor
  • Work Experience
    2-4 years (2-4 years relevant)
  • Management
    None
  • Skills
    Python
    MSSQL
    PyTorch
    Yolov7
    C++
    PyQt5
    ASP.NET MVC
    MFC C++
    AWS
    SESC
    Git
    Docker
  • Languages
    English
    Fluent
  • Highest Level of Education
    Master

Job Search Preferences

  • Current Status
    Ready to interview
  • Desired Job Type
    Full-time
    Interested in working remotely
  • Desired Positions
    軟體工程師
  • Desired Work Locations
    Taoyuan City, Taiwan
    Taipei City, Taiwan
    Hsinchu City, Taiwan
  • Freelance
    Non-freelancer

Work Experience

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軟體實習生

Jul 2020 - Aug 2020
2 mos
Guishan District, Taoyuan City, Taiwan
協助廠端開發AI模型並應用串接機台,達成機台自動化與設備預警系統開發。

Education

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Master of Science (MS)
資訊工程所
2021 - 2023
Description
碩士論文: 針對空拍⾞輛偵測結果之進階旋轉框擬合⽅法 - 透過引入旋轉框標註⽅式與⽔平框後處理,將原本 YOLOv7 的⽔平框預測轉為旋轉框辨識,並針對骨幹網路(ELAN)進⾏結構優化,使模型參數量降低 13.15%,計算量減少37.03%,⼤幅精簡模型的同時,預測準確率仍提升至 96.4%,展現更⾼效、更準確的辨識效能。
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Bachelor of Engineering (BEng)
資訊工程系
2017 - 2021

Licenses & Certifications

AWS
Issued Jan 2022
No Expiration Date