黃柏叡 數據工程師／數據分析師／架構工程師／後端工程師 email: [email protected] 畢業於交通大學資訊工程學系，後取得師大政治學研究所碩士及法國雷恩商學院數位行銷傳播碩士。跨足資訊工程、政治學、數位行銷傳播等多領域，對數據分析在不同領域

格預測平台，導入 Airflow、MLflow、Prometheus 等工具實現訓練自動化與監控可視化。熟悉 PyTorch 與語意建模，能結合 DL 模型與 Prompt Engineering 有效解決長文本 NLP 任務。 📂 GitHub： github.com/SamJim0729 內湖區, 台北市, 台灣 資料科學專案 Data Science Projects 個人實作專案 AugNow BTC 月趨勢預測 MLOps 系統建置 ： 資料準備 ： 運

and improving development efficiency. Optimized website performance with server-side rendering, caching, and resolving critical issues like Algolia-related server-side crash. Mentored team members on React best practices, fostering a collaborative and skilled team environment. Research Assistant, Academia Sinica 11//2020 Conducted research in NLP and machine learning, focusing on models like BERT and multi-task learning. Authored a publication: "Detecting Deceptive Language in Crime Interrogation," presented via a recorded session at an NLP conference. Developed a Memory Networks-based application for detecting deceptive language in collaboration with an international research team

算力(單核心)、低記憶體(1G)環境優化的漢字全文檢索資料庫，確保產品在資源受限的平台上仍能提供高效的搜尋體驗。 運用 NLP 技術，實現精準的斷詞與關鍵字分類，為搜尋演算法提供精準的語意分析基礎。 基於倒排索引結構，客製化搜尋演算法與

Wang Wen Shang Tainan City, Taiwan || [email protected] Summary & Career Goals Computer Vision & AI Expertise: Over 12 years of experience in image processing, object detection, 3D reconstruction, and AI-driven automation. Machine Learning & Data Processing: Expanding expertise in Large Language Models (LLMs), Natural Language Processing (NLP), and MLOps to enhance intelligent data-driven solutions. Python & Linux Proficiency: Proficient in Python, C++, OpenCV, and Halcon, with a strong focus on performance optimization and Ubuntu-based development. Cloud & Containerization: Skilled in Docker-based deployments and integrating scalable applications with modern cloud technologies. Distributed

4. 規劃功能畫面包含 On Boarding flow、Dashboard 5. 研究 Google authenticator 二階段認證，保證產品安全 Project Manager 美商訊能集思科技 2019/2 – 2021/2 Taipei, Taiwan JarviX 自然語言分析平台導入，並陪同業務進行產品功能的展示與簡報的介紹，並後續的 POC 驗證及相關 SPEC 撰寫，從資料的收集到

1 day Coordinate with co-worker to design and develop QA internal server Organization planning and testing project : Design testing of panorama camera algorithm OneGallery Design testing and prepare tons of material Tricoder XPrice devices design test and execute in software and hardware Medical wiki server for hospital API testing NLP algorithm testing CDC civs vaccine injection API load testing with grpc Wearable device for several sport Security team member: Scrapy security news for project and company Develop server integration several service scan queue and generate report. Build Internal server and testing framework development : Android, Web Automation framework with