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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

Migrate existing ETL pipelines from AWS(Hive SQL) to GCP(BigQuery SQL) using python Migrate datawarehouse from AWS(Hive) to GCP(BigQuery) Setup Prometheus on GKE (Google Kubernetes Engine) to monitor resource usage(CPU, memory of compute engine) Largitdata, Data Quality Manager Sep 2017 ~ July 2018 Monitor status of all web scraping running scripts.( Flask ) Write and maintain web scraping scripts on distributed system.( Python + Celery + RabbitMQ / Redis ) Largitdata, Web Scraping Intern Jan 2017 ~ Aug 2017 Write many web scraping scripts for various sorts of websites. Skills Languages - Python , Scala Big Data Framework - Apache

and API development skills to take on new challenges in a quality-driven organization 十一月一月 2022 Software Engineer Kuchi Technology Developed and maintained a robust 24/7 Taiwan futures trading system with no downtime over 12 hours for 12 consecutive months. Developed over 10 web scraping services using Python including Requests, BeautifulSoup and Selenium to extract data. Expert in data cleaning and data mining using Python libraries like Pandas, NumPy and Matplotlib Developed dozens of trading strategies and a backtesting system to generate analytics reports. Full-stack development of strategy websites using

lun Taipei Metropolitan Area, [email protected] https://www.linkedin.com/in/waylun/ Hi, I am a software developer who specialize in Angular. I also familiar with Vue, React, Node.js, CI/CD automation, Serverless, Firebase and Amazon Web Services. I have years of experience working in web design and development, combine both front-end and back-end abilities. Actively helps people build and manage functional applications to improve workplace productivity. 工作經歷 Software Engineer • Morpheus One 八月Present | Taipei, Taiwan Fully

陳銘哲 資料科學暨SEO工程師 Taipei City, Taiwan 我是陳銘哲，擅長溝通、熱愛學習，並且勇於嘗試新事物！ 自從畢業後，我便投身於行銷領域進行深造。2021年，我開始自學大數據分析和Python語言，並持續不斷地學習新技術，參與多個資料科學相關的專案。 目前，我非常

WangPengKang 王鵬綱 Currently, I am a Senior Data Engineer at Far EasTone Telecom, focusing on data warehousing, data transformation, CICD , automation, web scraping, data science, and providing data platform services and insights. Taipei, Taiwan Skill Data&ETL : DataBricks ,Trinity ,Airflow, Prefect, Spark(pyspark), RabitMQ CICD : Docker, Jenkins, Git Database : Teradata, MySQL, Oracle ,PostgreSQL Programming languages : Python, SQL Machine Learning : Classification, Clustering, Regression, Natural Language Processing, Fraud Detection, Recommender System, Social Network Mining Visualization : Tableau, Metabase, Python(Matplotlib, Seaborn, plotly, DASH), Data Studio Crawler : python(BeautifulSoup, Selenium, Scrapy, Mitmproxy) Others VSCode , Notion, Hackmd Work Expertise and Experience 工

to deliver precise outcomes. Communicates the context and clarifies the responsibilities so the team knows what's the must and how to achieve greater success. Key Achievement Generated more than 6 million YouTube views on the digital art production " Streaming ", at 30th Golden Melody Awards (GMA, the largest music awards in Chinese-speaking world), which was more than twice as the highest streamed video of GMA’s official YouTube channel. #webscraping #opticalflow Achieved over 1 million visits on "" project, one of our most asked showcase in Discovery Pavilion, Taichung World Flora Exposit...