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司使用。 學歷 明新科技大學 學士學位 • 資訊工程 | 2011 ~ 2015 技能 程式語言 Python (Django) Perl JavaScript C、C# Java 資料庫 MariaDB MSSQL MySQL Sybase 版本控制 Git 開發工具 Vs code Postman Nginx Gunicorn 網站分析工具 Google Analytics Google Search Console 自然語言處理 Dialogflow ES 技能訓練 資訊工業策進會 Java跨平台程式設計就業養成班 • EEIT91 |~

第一個有完整架構的產品，包含App（chrome extension）、API（GCP）和Database（MongoDB）。 在毫無App開發經驗下，自學JavaScript，短時間內完成chrome extension開發。 用自然語言處理(NLP)將公司資訊連結到薪資資訊。 曾以此題參與 g0v hackathon 19th 8分鐘短講。 學歷 國立中央大學 碩士 • 物理 •Thesis : Dynamics of monomers and dimers in melting transition in an

李昀庭 Data scientist Taiwan 技能 Machine learning and Engineering skills: Python, Big Query, Google Storage, Linux, Docker, GCP, AWS, Scikit-learn, Tensorflow, Pytorch, MLOps, FastAPI, Machine Learning, Deep Learning, Computer Vision, NLP Experimental design, Project management, Product design English - TOEIC 725 工作經歷 AI工程師 Playsee NovPresent Taipei, Taiwan 自動化標註推薦系統 設計並實踐架構取代25個標註者並及時標記和篩選視頻審核內容。 設計並優化影片

專案發起/負責人。商品審核與行銷策略規劃，創造高流量、高業績、高轉換率。 成功案例： 全台首創於網購平台販售衛生紙，單日銷售超過3萬箱。 學歷 世新大學 Shih Hin University 資訊傳播學系技能 Word PowerPoint Excel Keynote Photoshop Project Planning Google Analytics Google Ads NLP Machine Learning Project Management Product Management Leadership SEO 語言 English — 中階

. Developed a Chinese characters full-text search database with customized full-text search database and index creation based on the inverted index, resulting in higher efficiency of exact search of Chinese characters than the current database software (SQL Like). Implemented the search algorithm, indexing, and sorting functions using NLP techniques such as HMM, SVM, TF-IDF, and inverted index. Designed and implemented non-dictionary-based, word segmentation, word vector, and article categorization by SVM to improve the accuracy of search results. Optimized the search engine's performance, reducing the search time by 90% and improving the

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) 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 recommender system based on real-world e-commerce sessions, 2023/02/08 - Bronze medal (solo): (Kaggle) H&M Personalized Fashion Recommendations: Provide product recommendations based on

Jay Lin Data Science / Web Developer About Soft Skills: Project Management Data Skills: Data Mining, Data Analysis, Machine Learning, NLP Web Skills: Flask, SQL, Docker Linked-in Profile and Blog Previous web/PM project: MyDearTeacher https://www.mydearteacher.com Experience Web Developer • MyDearTeacher MayMay 2022 · 1 yr 1 mo -Transitioned from a project management role to a web development position, where I solely reworked the company's website. -Integrated third-party APIs to enhance website functionality and provide users with additional features and services. -Conducted data ETL for migrating data from old