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auto labeling MMA customers by using statistical methods and machine learning methods. Developing automation regular reports, maintaining SQL store procedures, Tableau dashboards and Power BI dashboards. Cooperated with cross-functional team (Product, Marketing, Platform, PM, IT, Sales) to provide timely and accuracy business insight analysis. Developing automated web crawler on MMA website to collect ETF, fund, bond information. Skill : Microsoft SQL Server · Microsoft Power BI · Data Cubes · R · Python · Tableau · Web Crawling · machine learning · IMPALA · HIVE · Git · Docker Data Analyst • Catchplay AprOct 2020 Indonesia OTT customer profile analysis - Collecting, analyzing and evaluating data and campaign performa

fixing request race conditions, refreshing web layouts, migrating test libraries, and designing the core logger Skills: React, redux, TypeScript, Jest, Cypress, SASS, AWS, Datadog, Micro-Frontends Senior Web Engineer - Snapask Taipei City, Taiwan・DecMay 2022 Web development, unit testing, integration testing and maintenance Responsible for the website infrastructure of the web team Full ownership of the product websites, including: We Languages: An online language learning platform MasterIn: An online skill learning platform HiraganaTimes - website of Japanese learning magazine Skills: React, redux-saga, Next.js, redux-toolkit, Jest, SASS, AWS EC2 ECS Web Engineer - Snapask Taipei City, Taiwan・AugDec 2021

of National Institute for International Education十一月 2018 到期 JLPT N1 the Interchange Association, the Japan Foundation and Japan Educational Exchanges and Services N1A008080T 發照日期 一月 2013 · 永久有效 Side Projects JableDownloader Xamarin/C#/Android/iOS/Web Crawler An app which allows you to play and download HLS videos provided by an adult video site called Jable.tv. Source Code Game Cheats Windows Forms/C#/Reverse Engineering/Windows API A game cheat for NS-Shaft, which provides some features like

., Engineer, Dec 2023 ~ Current Job description: Automatic test tool and factory automatic test tool development and maintaince Wistron Corporation, Engineer, Sep 2022 ~ Dec 2023 Job description: Motherboard function testing and reporting Projects: ◎ Web crawler for issues ．Project description: Automatically crawling issues from customer’s bug tracking system on web, and doing data handling to fit our company’s bug tracking system ．Achievement: Reducing uploading issue time from 1min/issue to 0 min/issue (full automatically) ．Skills: UiPath, Python ◎ Tool for bridging two testing systems ．Project description: Using Python bridging between automatically testing dashboard web from

Banking Division(智能金融處) Building Machine Learning models to apply risk assessment in banking. Specialized in credit card and Join Credit Information Center(JCIC) data. ETL data and construct data pipelines for retraining models/in production. Working in RPA( Robotic Process Automation) team, Web Scraping(crawler) and automating routine tasks to achieve labor cost reduction. JuneMay 2020 Data Scientist Intern @ Cathay Financial Holdings. 國泰金控 Digital data & Technology (DDT, 數數發) Research into Interpretable Machine Learning and its existing algorithms. Experimented LIME & SHAP on open data

網站，並部屬在雲端隨時可以查看程式開發筆記。 使用技術：Django、Vue.js、Herou、SCSS。 技能 Python Flask、Django SQLAlchemy ORM OOP Cloud AWS GCP ETL Database Schema Design Stored Procedure DynamoDB Airflow DBT Web Crawler Requests Selenium 自傳 過去經驗 我畢業於台北商業技術學院(現已升格為台北商業大學)，主修國際貿易，畢業後進入職場工作。 一開

in different languages, re-implementing a higher readability version with Python code. Skills Data Engineering Make good use of Pandas library, especially in data preprocessing , data parser , and data visualization. Rich database knowledge on both RDBMS - MySQL, PostgreSQL, SQL Server and NoSQL - Elasticsearch, MongoDB. Skilled in developing web crawlers , working on the perfection of ETL ecosystems. System Administration Great experiences in Unix / Linux OS , also understanding the settings of Hadoop and GCP . Developed a habit to use ELK Stacks and Splunk solutions in daily works. Expert in the troubleshooting of Mac, Windows , or