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供相對應的數據分析 - 針對不同 project 進行 exploratory data analysis 分析 AI 工程師 • 林口長庚醫院-AI core lab 六月三月 2021 【建置 AI 模型與應用】 - 利用 AI deep learning CNN models，解決醫療領域的問題 - 利用機器學習方法輔助解決醫療領域問題 - 搭配 Linux bash shell 幫助 AI 模型的運行 1. Corneal ulcer - 建立

Processing (SciPy, Librosa), Deep Learning (PyTorch), Project Management Master's Degree, Computer Science and Engineering Education National Yang-Ming Chiao Tung University (NYCU) • JulySeptember 2023 Advisor : Dr. Vincent S. Tseng 曾新穆 (Chair professor, CSIE, NYCU.) Thesis : Self-supervised pulse-aware and interpretable disentangled ECG representation learning. Proposed a self-supervised learning framework with two-fold training efficiency compared to the existing methods. The proposed framework offers a clinically interpretable representation , a crucial aspect in clinical applications. I proactively organized a regular research study group with other lab members to progress our research

林昭源 (Leo Lin) 1. Two years of management experience. 2. More than 10 years of computer vision and deep learning/software architecture development experience. 3. Programming experience using python. 4. Good paper reading ability and practical ability 5. Familiar with computer vision, deep learning (CNN, Resnet, densnet, GAN), object detection (Yolo series, RCNN series), segmentation models (UNet, DensUNet). 6. Experience in semi-supervised or unsupervised learning (pesudo labeling, Voxmorph model). 7. Experience with Docker, Git, Jenkins DevOps. Education: National Taiwan University of Science and

務經驗。探討這些技術如何在實際應用中推動工業檢測、工廠優化，以及其他領域的創新。 NVIDIA DLI 講師暨 AI 邊緣運算大使 NVIDIA DLI (Deep Learning Institute) 是 NVIDIA 推出的專業教育計劃，旨在為全球的學生、開發者和專業人士提供高品質的深度學習和人工智慧培訓課程。 作

completed the backend project « Never Stra y» (See Projects) • Enhanced communication skills through collaboration with Front-End and iOS members on «Stylish» • Adopted Agile and Scrum Methodology for personal project development to deliver features on time Research Assistant • National Chiao Tung University MarJul 2019 • Wrote the paper based on Machine Learning for computer-aided diagnosis and prepared the submission to international journals Assistant R&D engineer • Ever Fortune.AI NovFeb 2019 • Adjusted deep learning models and parameters with Python • Established x-ray labeling system for doctors Trainee • Wanin International FevJun 2016 • Developed the bee and Rockman games in C

升產品出貨精準度＞93%。 獲得客戶AZMEE認可，並導入日本升降機大廠(AIRMAN)之產品應用。 學歷碩士學位 逢甲大學(Feng Chia University) 自動控制工程所學士學位 逢甲大學(Feng Chia University) 自動控制工程學系 技能 C/C++ Linux Matlab Python 專長 Image Processing Visual Studio Machine Learning Deep Learning Computer Vision Optimization Algorithms 語言 English — 中階