抓取金融新聞，將繁體文章標題與內文透過語言轉換工具(opencc)轉為簡體，最終使用情感分析工具(snownlp)進行股市漲跌分析。 技術：NLP、Beautifulsoup、 opencc 、 snownlp 、 Matplotlib 台灣景氣指標預測模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型，以各式台灣景氣指標當作輸入，輸出未

every operational region. • Assessed parking lot value, consulted which one should be deprecated, where could develop new parking lot service. • Applied Airflow to ensure the stability and accuracy of data. Data Engineer • Breaktime INC. 四月十月 2019 • Crawled articles from different webs and constructed NLP model integrated text-CNN, Logistic, LightGBM, accuracy around 91%. • Analyzed content of articles to calculate content similarity, then recommended readers related articles to improve the click rate and pageview. • Interfaced with GA, dumped data to BigQuery then visualized data via Data Studio to help company partners grasping

姚璇亨 Henry Yao 會寫程式的商業資料分析師，往 LLM / ML / 資料工程師方向精進中 技能：資料爬蟲 / 自動化作業 / 機器學習建模 Email: [email protected] ｜LINE: heinz.yao ｜ Mobile:工作經歷 凱基商業銀行股份有限公司：商業分析師 （DecNow） 參與「鷹眼識詐」專案，建立自動化排程，以

驗創造「創新」產品與服務。 3.利用數據建立產業觀測指標體系(NSM)，進行泛用及特定目的分析與預測之用。 4.在自然語言(NLP)、資料探勘、機器學習、數據爬搜、統計建模、專案管理上均有實際帶領團隊研發能力。 工作經歷 Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh

HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: NLP (自然語言處理): - Silver medal (solo): (Kaggle) The Learning Agency Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a

參與各種專業講座、研討會，深入研究了最新的人工智慧技術和趨勢，擴展了我的專業知識，特別是在機器學習、深度學習和自然語言處理等領域。從中獲得的見解對我未來的工作和研究產生了積極影響 🏆 畢業生代表 2019 北科服務表現 績優獎 熱

Video Indexing/Distribution Platform. https://linktr.ee/amy17519 工作經歷 Growth and Operations • Seasalt.ai 五月Present | Taipei, Taiwan We build Conversational AI products. I am an early member of Seasalt.ai, contributing to various teams including Engineering, NLP, Product, Analytics, Growth/GTM/Marketing, Operations, and Customer Success, depending on the needs of the day. Senior Machine Learning Engineer • Uptake 一月五月 2024 | Taipei, Taiwan AI/ML Platform for Uptake's Fleet and Federal customers. We help achieve predictive maintenance excellence