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Duc. Nguyen + 5-year experience in product & data field + Machine Learning/Deep Learning/Natural Language Processing + Python/R/SQL/Javascript + Qlik Sense/Tableau/PowerBI/Metabase Product Manager, Data Science City, TW [email protected] Work Experience Taipei Medical University, A.I Reseacher, Aug 2019 ~ Present ✓ A member of Natural Language Processing Lab ✓ Applying new state-of-the-art models such as ELMO, BERT, RoBERTa to get better accuracy or f1-score on public datasets ✓ Developing a system architecture of Big Data

Mohamed Attia Senior System Developer, Senior Dot Net Developer,Machine Learning Engineer,Deep learning Engineer City, Saudi Arabia ✉:[email protected] ☎:Professional Summary Nine-year background in diverse facets of .NET development, encompassing analysis, design, development, and execution of business applications . Strong concepts of Object-Oriented programming. Excellent RDBMS concepts and strong knowledge in SQL query scripting using SQL-Server 2008/2012/2014. Deep knowledge of implementing agile practices in software development In-depth knowledge of various platforms, software systems, and servers. Extensive programming experience using ASP.NET

醫院 二月七月 2020 • 開發x光片器官辨識系統，透過分類模型判斷所拍攝的器官是否符合醫生要求，系統正確率高達96%。 技術：TensorFlow、Google Inception v3 運算思維與程式設計 課程助教 • 東海大學 Tunghai University 九月七月 2020 • 協助修課同學培養程式設計邏輯，並實作C/C++

員正確使用機器及降低故障率。 生產設備數據分析，製程問題進行分析，檢視錯誤原因，如: 負擔過重、溫度過高等。 Skills Python Langchain Numpy OpenCV Tensorflow (tf.keras) Pytorch Scikit-learn C# EmguCV ASP.NET Windows Forms 程式設計開發、單元測試專案 Halcon 影像處理 影像定位 瑕疵判斷 物件量測 Skills Database MySQL Oracle ArangoDB LLM

National Tsing Hua University, 深度學習工程師 deep-learning-engineer, Oct 2017 ~ Sep 2018 實驗室要導入時間序列相關深度學習之先導研究，題目為自然語言處理，利用tensorflow搭建NLP語言模型 (1) 文本分類：利用RNN與CNN進行文本分類。 (2) Word to vector：文字向量轉化 (3) 文本摘要總結：利用sequence to sequence模型架構

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

注學習目標 nodejs、go、GCP、dataOps/MLOps、k8s/docker、ansible/cobbler(配置管理)、jenkins/gitlab-ci(ci/cd)、airflow、mlflow、nginx、redmine/testlink(需求與issume管理)、git/dvc(版本管理)、Scikit-learning/TensorFlow(機器學習/深度學習) ▲豐富的軟體產品與專案開發▲ 豐富且多類型開發經驗，除了加寬自己視野之外，在軟體架構設