Ko-Wei Chuang Machine Learning Engineer Taipei City, Taiwan I have over 10 years of working as an engineer and programmer. the summary of my working experience about below: I. 3 years iOS/Android App development II. 6 years for server/ backend /service design III. 10 years client-site development IV. 2 years Machine learning/Deep learning Work Experience Machine Learning Engineer • Revovision Ltd JulyPresent 1. use machine learning model to solve the internal requirements. 2. research deep learning and top pre-training models to help the company

宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn ｜ GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow

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

料清洗/標記、AI 模型訓練/調參以及模型整合至推論平台等一條龍之能力 擁有神經網路跨框架開發的經驗，熟悉Tensorflow/Pytorch 轉 Onnx與TensorRT 熟悉各式AI影像處理Object Detection、Segmetation以及傳統影像處理的方法，尤其擅長瑕疵檢測 具備網站全端開發以及後端串接

general zero-shot 12 gestures model, with 95%+ accuracy, a significant enhancement from the former version has limited 80% accuracy for only 4 gestures and requires per user training session - Reviewed cutting-edge AI research papers and deployed in CoolSo's technology stack - Designed and trained DNN models with PyTorch and PyTorch Lightning - Enhanced models via transfer learning, augmentation, and parallel training - Developed C++ / Python SDK and deployed DNN models on Android and Linux / Windows. Digital Marketing and Advertisement (Volunteer) - Drove brand awareness and reach through digital channels - Created and managed posts on Facebook

結： https://dfon.io 專業技能及證照 領域 ： 機器學習、深度學習、資料科學、軟體工程 框架 ： PyTorch, Tensorflow, ReactJS, Vue, Angular, .NET, Flask, Django, NodeJS 程式語言 ： Python, C# .NET, Java, C++, JavaScript MLOps & DevOps : Hugging Face, MLflow, Azure, AWS, GitLab/ GitHub, Docker, Kubernetes 資料庫 ： MSSQL, MongoDB, Reddis 語言能力 ： 英語 (母語)、中文(母語) 專業證照 ： Neural Networks and Deep Learning (Credential ID: VF8UQ63ZUNFW)

for designing and implementing a machine learning system that evaluates customer ratings based on personal and market financial data. My expertise in AI and blockchain technology led to opportunities such as overseeing a blockchain ICO project in Russia and co-founding a blockchain company where I developed the pioneering deep learning model for estimating the value of decentralized domain names. Currently, I manage ArgsData and MorphusAI, innovative companies focused on delivering cutting-edge data solutions and advancing digital human technology through advanced deep learning methodologies. Professional Skills: Artificial Intelligence Facial Recognition and Facial AI Technologies: Real-Time