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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

mobile app to receive data from various wearable devices via blue-tooth connection for monitoring user's health condition by DL models. AI Algorithm Development Engineer • Skyline Taiwan AugMayUsed MCTS and other ML techniques to build bots for card games. - Built an automated logs processing procedure to find cheating players. (Python/Tensorflow & Pytorch, Scala, Java) - Used Telegram chatbot with NLP to deal with routine work in enterprise like meeting room arrangement, attendance management, etc. (Google Dialogflow, Python/Django) Research and Development Substitute Services • National Chung-Shan Institute of Science & Technology AugAugAnalyze...

設計和電子電路分析。 略通 微控制器和微處理器編程。 略通 控制系統的應用的原理與理論基礎。 略通 Python 具有編程能力。 略通 TensorFlow、PyTorch，具有編程能力。 略通 Linux 熟悉 電磁學 略通 量子力學 2018 中研院人工智慧學校 第一屆技術訓練班 台大產學計畫專案 : 影像

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

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

規格書、資料庫設計、及全端軟體開發。 • 連結： 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