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Statistics, Big Data Systems, Artificial Intelligence BSc - Computer Science and Information Engineering National Dong Hwa University (#1 in senior year with GPA 4.44/Main Course AI (searching, ML, DL) Statistics Big Data Analytics Data Mining Database Distributed Systems Information Security/ Cryptography TECHNICAL SKILLS Math & Statistics Machine learning, Statistical Modeling, Supervised Learning, Unsupervised Learning, AI searching, AI planning Programming and Database Python, R, SQL and NoSQL, MapReduce Concepts, Hadoop, Spark, Kafka Communication and visualization Engage with senior management, story telling, translating data-driven insights into decisions and actions, python data viz RESEARCH PROJECTS NDHU BEACON PROJECT

鄭茜云 (Kristine Cheng) Software Engineering I gained my bachelor's degree in June 2022, majoring in Software Engineering. I am interested in most kinds of computational topics, especially optimizing algorithms, machine learning, and robotics. Irvine, CA, USA EDUCATION University of California - Irvine Software EngineeringEXPERIENCES OCTDEC 2020 Software Engineering Winter Intern Tunlit International Co. Ltd. Assist building database for ERP system Integrate datasets from Excel into the ERP system Testing ERP system with company history data Maintain ERP system weekly to detect and fix any data error if existed JULSEP 2020 Data Analysis Summer Intern

quality issues through analysis of inspection results, HMI messages, system log/config files and parameter sets . ．Provid assistance to first-line support e ngineers who are unable to fix optical, electro, system hardware/software and database problems. ．I ndependent work of camera module installation/ alignment, machine parts replacement, software upgrade, system calibration and defect qualification. ．Build procedure documents for inspection issue troubleshooting, parts installation, system calibration and computer rebuild. Project manager ．Improve key performance indicators through DMAIC and Six-sigma approaches (Decrease cycle time 12.5% to save US$2,793K/year

城鄉規劃與實證分析 使用 NLOGIT、LINGO 根據文獻定義重要變數 回歸分析最適資源配置 軟體程式開發經驗 基礎前後端 Google Analytics 認證 機器學習與增強式學習 語言能力 中文、台語（ 母語 ） 英文（ TOEFL / 90 ） 西語（ 接近B1 ） 工作經歷 地方創生規畫師 • 史洛與史丹迪生活設

Prof. Sang Soo Park) at Ewha Womans University Development of rapid recovery system for IoT devices based on ARM-Cortex M4 Design and development of long-tailed watchdog timer algorithm combined with existing two types of watchdog timer Overcome the limitation of existing fault tolerance hardware timer by combining software timer Increased the recovery rate from 91% with time delay to 100% with rapid recovery 2 Skills and Interests TensorFlow, C++, Java, Python, R, Arduino, ARM-Cortex M4, SQL, Hadoop, UNIX, Machine learning, Statistical Analysis, Distributed Computing Language Proficient in Korean and English (Reading, Writing, Listening, Speaking)

and Compose Survey Report. Managed 18 surveillance projects in 8 years. Coordinated with Environment and Construction Authority to proceed monitoring projects. EducationMaster of Science National Sun Yat-Sen University Biological Oceanography, Multivariate Analysis, Time Series AnalysisBachelor of Science National Sun Yat-Sen University Oceanography Skills Certificate Deep Learning Machine Learning Statistics Multivariant Analysis Python SPSS SAS PyTorch Tensorflow/Keras Scikit-Learn Matplotlib Seaborn 1. Python from the Beginning / Udemy 2. Python A-Z / Udemy 3. Machine Learning A-Z / Udemy 4. Deep Learning A-Z / Udemy 5.

workflows. Designed and implemented streamlined data pipelines using SQL and Python, resulting in a X% reduction in manual effort and a significant decrease in data processing time. Improved data accuracy and reliability, enabling more efficient analysis and faster delivery of insights to stakeholders. Data Science intern • The Machine Learning Company -Apprenticeship FebruaryMay 2022 I have successfully completed The Machine Learning Project program, where I focused on prominent domains of Data Science such as Machine Learning, Deep Learning, and Natural Language Processing (NLP). Throughout the program, I acquired crucial skills in industry-specific areas i..