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enabling accurate tracking and analysis of workout routines. Skeleton Detection Motion Classification Body AI: 3D Body Data Analysis Engage in a variety of AI side projects focused on leveraging 3D body data, encompassing tasks such as Body ID Recognition, Body Measurements Prediction, and Body Shape Classification. Mesh Data Processing Body Modulization: SMPL Project Engineer • Acer Inc. JanMay 2021 Working in research and development (RND), I provided demand analysis, conceived system architecture, and developed core technology in AI projects Medical AI: Cancer Cells Detection Designed an image preprocessing algorithm and conducted training and optimization for a cancer cell

2015 ~ 2020 Member of The Phi Tau Phi Scholastic Honor Society of the Republic of China. Work Experience TSMC, OPC Chief Engineer (MarPresent) ◆Introduced image anomaly detection techniques to identify and address defects in photomask manufacturing, significantly improving product quality 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

Shih-Wen Tsou - With more than 5 years of experience in Data Analysis, Machine Learning and Deep Learning, familiar with Modeling, Data Analysis, Image Processing, Machine Learning, and Deep Learning. Taipei City, Taiwan WORK EXPERIENCE Lead Data Scientist / Full Stack Data Scientist, Vinnovation Network, Taipei, Taiwan Data Engineering / Data Analysis Spearheaded the development of a fully automated data integration pipeline that aggregated diverse data sets into a S3 Data Lake. Successfully integrated a range of data sources, including real-time data feeds from AWS Redshift and DocumentDB, as well as batch processes to import traditional CSV

擔任產品開發、行銷、策略規劃與新事業開發 行銷經理/資深經理 Taipei，TW [email protected] Education UCLA ANDERSON SCHOOL OF MANAGEMENT M.B.A., Marketing & Strategy, June 2009 Honor: Anderson School Fellowship (merit-based scholarship for top MBA students) NATIONAL TAIWAN UNIVERSITY Taipei, Taiwan M.S. / B.S., Computer Science and Information Engineering, June 2000 / June 1998 Publication: Proceedings of 2001 IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing

料庫程式開發 解決系統異常issue JulJun 2015 學歷 國立中正大學 碩士, 資訊工程所 Deep Learning | Machine Learning | Image processing 畢業論文 • 應用自動學習的深度相關性特徵於影像風格分類 平台工具: Matlab, Python, Keras, Tensorflow, OpenCV, Flask 論文發表: Image Style Classification based on Learnt Deep Correlation Features, IEEE Transactions on Multimedia ,Deep Correlation Features for Image Style Classification, ACM In...

. • Develop experiment to verify the hypothesis and improve yield. • Implement recipe optimization to enlarge the product throughput. • Overall project schedule planning including design, tooling preparation and qualification plan. #FY22 PEE New Comer Competition merit award. #Promoted to E2 after one year. AI Image Processing Internship (during master‘s period) • Gallant Precision Machining Co., Ltd. (GPM 均豪精密) SeptemberFebruary 2021 •Optimize Programming for AOI to meet customer need. •Deploy artificial-intelligence machine learning models on AOI tools to reduce over-rejection. •Monitor and analyze data output and

Development: Unity Engine dev(tools & game-client): Addressables asset system, FairyGUI, Animancer, BehaviorDesigner, UniTask, URP, ... Computer Graphics Mobile Game Performance Optimization (FPS & memory) Product (iOS & Android): Spinscapes Senior Software Engineer • Mars Semiconductor JanAugJavascript and WebGL using three.js Senior Software Engineer • Soteria Biotech JanDecWPF Programming (NoesisGUI) Image Processing (SimpleITK) Unity Engine Development (URP) Software Test/Validation IECfor Software Engineering Lead Software Development (Define requirements, architecture, Q.A.) Product: Soteria DcmRecons Senior Software Engineer • DELTA AprDecIECDocuments for Software Engineering Surveys OGRE (v2.1 Data Oriented Technology) & OpenCASCAD Senior Software Engineer • Moregeek Entertainment SeptMarComputer