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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。
AUO Corporation 友達光電股份有限公司
中原大學 Chung Yuan Christian University
新竹市, 台灣
Taiwan
Featured Resume
Resume_C++.pdf
Uploaded on Jan 13th 2026
Resume_Web.pdf
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
軟體實習生
AUO Corporation 友達光電股份有限公司
・
Full-time
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
中原大學 Chung Yuan Christian University
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。
中原大學 Chung Yuan Christian University
Bachelor of Engineering (BEng)
・
資訊工程系
2017 - 2021
Licenses & Certifications
AWS Academy Graduate - AWS Academy Cloud Foundations
AWS
Issued Jan 2022
・
No Expiration Date