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作。 人臉辨識登入與名人圖片辨識系統 使用Python與Django開發人臉辨識登入系統網頁。 技能 C 擔任大學資料結構助教，使用C語言教授課程 JAVA Python 目前主要使用語言。網拍賣場爬蟲、字幕檔簡轉繁軟體，人臉辨識資料庫系統 HTML SQLite Django Crawler 語言 English — 初階 Japanese — 初階

的： 利用所學大數據分析以及AI技術開發自動分析以及股市推薦通知系統，取代人工分析盯盤等作業。 Key Skills：Python,R LANGUAGE,Line Notify,Web Crawler,Open Data API 數據擷取 以PYTHON開發網路爬蟲及利用OPEN DATA API對接擷取每日股市資訊如每筆成交明細、每日盤後資訊、法人進出資

relationship tree to help the model learn the news discourse structure while generating the summaries Generate a news knowledge update dataset Given an existing article about a topic with a news event about the topic, then generate an updated article according to the information from the news event Leverage web crawler to collect origin articles, news and updated articles triples on Wiki Current Event Portal and generate the news event triggered knowledge update dataset Published in CIKM 2022 [1]: Paper: https://dl.acm.org/doi/abs//Github: https://github.

. Skills Mathematics: Linear Algebra, Advanced Calculus, Statistics, Probability theory Data Analysis/ DataBase: Python, R, MySQL Model: Scikit Learn, Pytorch, Tensorflow System: Linux, Hadoop, Spark, Docker, Git Data Visualization: Tableau Web: Flask, Django Project 10 4 Job Salary Predicti on 2022/10//01/17 ▪Web Crawler an d Data cleaning (Selenium, Regex) Collected raw data on 104, Medium, ithelp, ptt and Dcard, a voiding anti-crawler detection by Undetected ChromeDriver. Built etl infrastructure and delivered data to MySQL database using SQLAlchemy. ▪Machine Learning Model (XGBRegressor, LightGBM, Random Forest Regressor, LGBMRegressor, SVR) Ability of

C# and .NET to maintain the Alarming system and SMS messaging platform of TSMC, including the connection with back-end MSSQL for data accessing. Research Assistant • Internet Technology Laboratory, National Cheng Kung University 十二月四月 2022 I used Python to perform Google Hacking web crawler, saved the crawling content to the MySQL database, and notified the Ministry of Education and schools to help them improve the security of educational network. Project Engineer • Medical Device Innovation Center 六月八月 2019 My job contains data cleaning of data pre-processing, accessing various databases

料處理 - 從數十張以上 table 進行整併，彙整出所需資料 Python 資料處理 - 使用 Pandas 進行數據整併，包含分組彙整、複雜表格資料處理 Web Crawler - 以 bs4 與 Selenium 進行基本網路爬蟲資訊蒐集 機器學習建模 - 使用 Scikit-learn、Keras 建立監督式預測模型、集群模型 其他 Git + GitHub - 以 GitHub flow 實

Cloud Experience (GCP , Google Cloud Platform) Ran application, api server and Database on GCE with CentOS images Backuped DB disk images regularly and made remote backup Used GCS to store users' images (like identification / signature) to improve static assets accessing Used Serverless service (GCF, Cloud Run) to deploy Python crawlers and partial Node.js functions. Set GCLB and auto-scaling for api server to handle high traffic situations Improved network security by configuring private VPC, firewall and WAF (Cloud Armor) Set up Cloud NAT, Cloud Router to expose the only static IP for private subnet Assisted client