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劉又瑋 YU-WEI LIU Phone :Email : [email protected] 兵役 : 役畢Education National Central University, Electrical Engineering~National Taiwan University, Biomechatronics Engineering~Skill Programming Python C C ++ Verilog Machine learning Pytorch Tensorflow Keras Backend and Database Django MySQL Others Git Linux Correlated curriculum Machine Learning , Deep Learning for Computer Vision , Data Structure and Algorithm, Operation System Computer Organization, Digital Systems Design, Digital Signal processor Digital Image Processing, Bioinformatics Algorithms , Biomedical Data Mining, Work experience Algorithm Engineer • Gomore FebJul 2023 Analyzing physiological signals(PPG) and implement physiological algorithms. Using C language to

Queena Wu Software Engineer [email protected] ,, Taiwan, Personal Website: https:// reurl.cc /M8a5pn EDUCATION National Taiwan University of Science and Technology Master of Information Management Advisor: Prof. Chien-Hsiung Chen Dissertation title: “A Study on the Construction of Unmanned Store Recommendation System and Consumer Service Experience Based on Service Design Perspectives” Sept.,Jan., 2023 MLSS, Machine Learning Summer Schools Aug., 2021 National Taichung University of Science and Technology information management Sept.,June, 2020 National Taichung University of Science and Technology information management Sept.,June, 2018 INTERNSHIP EXPERIENCES

三月 2021 建置資料分析 GUI 介面。 底層資料串接與維護。 開發電流自動化分析工具。 開發生產異常資訊偵測工具。 開發自動排程演算法。 資料分析實習生(一個月) • 中環科技事業股份有限公司 八月八月 2018 協助研究單位整理資料並自動產生大量統計圖

紀瑞祐 (Roy Jih) Hi, I'm Roy from Taipei. I am curious about new things and am always willing to take on new challenges. I participated in many competitions and collaborative projects, which helped me develop leadership, communication, teamwork, and problem-solving skills. New Taipei City, Taiwan E-mail: [email protected] Phone:Skills Python - OpenCV、NumPy、Matplotlib PyTorch - Image recognition、Object Detection C/C++ - Arduino microcontroller App Inventor Languages Chinese (Native) English (TOEIC: 615) Project Experience SepJun 2023 Multi-state Metal Chips Status Recognition in CNC Machine

Cowei Chou 對影像很有熱忱，剪輯過數支出破百萬觀看影片。 獨立訓練 CNN 模型，開發貓咪花色辨識與相似度查詢功能，有GCP部署經驗。 個性隨和、邏輯清晰、擅長溝通合作、團隊專案管理經驗。 New Taipei City, Taiwan https://msha.ke/cowei 技能 Tech Stack Python / Web Scraping / LINEBOT / Flask / OpenAI /

user interaction and accessibility while maintaining the integrity of the original functionalities. Engineering Section Manager (Guangzhou & Taiwan) HONG KONG TYRAFOS TECHNOLOGIES CO., LTD. TAIWAN BRANCH • AprApr 2023 Led a 4-member team in cross-functional collaborations with various departments including Analog/Digital, Application Engineering (AE), and Algorithm teams to develop a range of image-related products such as HID barcode scanners, fingerprint door lock modules, and PPG signal detection systems. Implemented the integration of DVS sensors using Cypress FX3, achieving video output and control through USB UVC class, enhancing product functionality and user control.

利用CNN、Siamese network、以及參考paper去改善 Siamese network 來進行比較 預測準確率達91.6% Adversarial attack against IOT malware detector 攻擊System call image based CNN以及Siamese network detector 使用FGSM演算法來製作對抗式樣本 比較CNN和siameese network模型的robustness 攻擊成功率可達100% 2023創創AIoT競賽 - 永續科技組 主題 : 智慧辦公室 實作一