崁大坑國小_創意積木 & Minecraft 社團 - 亞東大學_Matrix體驗班 資深軟體工程師 • XRSPACE 十月Present [ Product ] - Manova - Virtual World - PartyOn - KTV - GoXR - Virtual Exhibition [ Skills ] - Natural Language Processing/Understanding - Custom Text-To-Speech - Pytorch, Tensorflow, Scikit-Learn - AWS / GCP - Docker container - Jenkins - ElasticSearch - Inverse Kinematic - Unity3D [ Language ] - Python, C#, JavaScript, Java, C++ 學歷 國立清華大學 資訊工程學系國立彰化師範大學 資訊工程學

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

aspect in clinical applications. I proactively organized a regular research study group with other lab members to progress our research . Participating in research projects : a comprehensive description is in "Project Experiences". Skills : Database buildup (SQL), Data Engineering (NumPy, SciPy, Pandas), M achine Learning (Scikit learn), Deep Learning (PyTorch, PyTorch lightning), C/C++ Biosignal Algorithm Engineer Rooti Labs Ltd. • AugustJuly 2020 Supervisor : Michael Li 黎克邁 (CEO, Rooti Labs Ltd.) The primary developer of the processing and interpretation algorithm for long-term ECG recordings. The developed algorithm significantly enhanced the arrhythmia

究領域 影像 自然語言 語音 數據分析 Machine Learning XGBoost、SVM、Knn、k-means、fuzzy c-means等 Deep learning（Transformer、CNN、RNN、LSTM 等） Transfer learning（BERT、GPT、YOLO、ResNet等） Self-Supervised Learning Generative Adversarial Network Reinforcement learning Programming Python Pytorch Tensorflow Keras OpenCV Matlab 著作/論文 HOU SHIH-YEN, WU YA-LUN, Kai-Ching Chen , CHANG TING-AN, Yi-Min Hsu, Su-Jung Chuang, CHANG,YING, HSU KAI-CHENG*，Code-Switching Automatic Speech Recognition for Nursing Record Documentation: System Development and Evaluation，JMIR Nursing，2022 Dec