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content team: selected, trained, and coached Watsi writers for cohesive voice across digital platforms Developed an information-sharing platform to optimize the company's content writing process Outcome: Help drive peak season donation records, surpassing forecasts by 140% Analyst/Researcher, AprilSeptember 2014 Formulated and tested hypotheses using a statistical programming language (R) Managed multiple stakeholders, including the Federal Government, academic researchers, and medical doctors in order to collect and standardize research collected data for almost one-million patients. Outcome: Ran numerous complex analyses to generate recommendations for policy makers regarding cancer, radiation and obesity Projects Marketing strategy Created

into the application, we have helped organizations scale up and improve their support quality with automation tools. Had the opportunity to integrate Ubersmith - Business automation and developed various automation tools in a product leadership capability at Phychz networks (Winlin Tech), a well-known data-center service provider. Skills Programming Language PHP (Pro) Python Go Language R Programming Web Service REST API Design & Development JSON, XML XSLT XQuery, XPath, XSD, YML OpenAPI Specification Swagger - API Doc Tool Authentication & Authorization Security & Optimization Open Web Application Security Project(OWASP) Request Rate Limit SQL Injection XSS | CSRF | DDoS Google Page Speed GTMatix

VIP customers, increase turnover and customers flow. Define customers' value, new features, and the degree of favorite. Predict churn of customers and find potential purchasers. Personalize campaigns and evaluate the result. Make auto report and quantify effect for different activities. Others project: Brand relation, Customer groups, Category importance, Potential/Churn region, etc. Education Advanced R Programming course, 2017 Information System Training Program of Engineering, National Taiwan University The Data Scientist’s Toolbox course, 2017 Johns Hopkins University Professionalism Coursera, 2014 Tamkang University Bachelor of Science - BS, Mathematics, 2014 Programming Languages R, Python SQL

A resourceful operation analyst with sharp quantitative and programming skills possesses 3-year experience deal with optimization problem in Semiconductor Company, TFT-LCD Panel Industry, specialty memory IC company, printed circuit board (PCB) industry, and Electronic Assembly Manufacturer. Here's my LinkedIn , Personal Web , mail and GitHub Advanced Skills Programming Language Familiar with Object Oriented Programming(C++, Java, C#) and other high-level programming language including R, Python and Excel VBA. Operation Research An optimal analyst possesses 3-year experience deal with optimization problem. Work on and Explore occupations related to algorithms, combinatorics and

朱福銘 Sales Manager Taipei City, Taiwan 文化場域專家, 資料科學家, 業務擔當 20年實體場域與EC通路 經營與執行 https://www.openbook.org.tw/article/p工作經歷 Sales Manager • Fubon Multimedia Technology Co., Ltd 八月六月 2021 Programming language : Java and Python R + Spark Hadoop. Web : HTML/CSS/Javascript. jQuery , React Develop tools : Visual Studio. Database : Oracle PL/SQL. Cloud

陶俊良 (Tao,Chun-Liang) Taipei, Taiwan Email: [email protected] Phone:I am very sensitive to data and enjoy finding inspiration and ideas from them. I am proficient in machine learning, text analysis, and recommendation systems, EVM blockchain analytics, and currently use Python as my primary programming languages. I am always open to learning new things, such as learning new data structure from blockchain. I am currently very interested in blockchain data and on-chain user segamentation. I was working in digital media, advertising (DSP, SSP, DMP platforms), gaming user analyst, blockchain

Bowen CHEN (Bo-An CHEN) 2F., No. 17, Sec. 3, Tingzhou Rd., Zhongzheng Dist., Taipei City 100, Taiwan // [email protected] EDUCATION National Chengchi University (NCCU) Taipei, Taiwan Major in Sociology SepJun 2017 Elected class representative in four consecutive years Graduated with 3.8 out of 4 GPA (Top 30%) Courses outside of major (GPA: 4/4): Economics, Marketing and Management, Research Method, Data Analysis (SPSS, SAS), Big Data Society (R), Programming and Statistical Software, Psychology National Hsinchu Senior High School Hsinchu, Taiwan SepJun 2013 WORK EXPERIENCE National Chengchi