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Chun Shan, Wang [email protected] SUMMARY I'm a skilled software engineer, experienced in NLP and Data Engineering for over 4 years. I've delivered dependable solutions across commercial, educational, and psychological counseling domains. Expertise lies in deploying stable systems, ensuring valuable and trustworthy development. My background seamlessly integrates data and machine learning for comprehensive solutions. KEYWORDS: Python, NLP/NLU, Backend, Data, CI/CD, kubernetes, JAVA Spring, EXPERIENCE Data Engineer,now, TSMC I Build and improved the Python/JAVA services, including caching service with mongoDB and Redis, monitoring

系統架構 。 重構 TensorFlow Model Server AI 專案，實作 gRPC 協定減少通訊延遲 。 使用 PySpark 和 Apache Beam 處理深度學習的億級資料前處理 。 利用 Spring Boot 改進了 NLP 專案，增加模組化設計、新增單元測試，加入微服務同步機制 。 獨力建置 ELK Satck Cluster with Basic Security 基礎建設，使用 monitoring with metricbeat 和 beats 蒐集資料

劃與開發，善於優化系統並提升可承載量。熟悉多種後端框架和前端框架，能夠快速適應不同的開發環境。 具有一定程度的自然語言處理（NLP）理解，尤其在文本分析、情感分析和語意理解方面。能夠理解NLP技術在解決實際問題中的應用場景，並與團

解鎖頁面畫面及邏輯 -使用git及linux語法(系統)進行版本控制及Android OS Image file建構 Aristotle Smart Home Devices -babytracking's intent reaction design by javascript -相繼與IBM及PullString合作NLU自然語言辨識STT、TTS相關訓練 -解析語音辨識回傳結果JSON格式之intent及entity -協助其他功能除錯 -使用Node.js安裝系統 工程師

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

sources, such as TWSE, TPEX, IStock, YFinance, etc. Utilized dbt to do ETL jobs and data validation. Deployed ArgoCD to self-manage and manage services such as Airflow, Redis, and Sentry on Kubernetes. SEEN: Structured Event Enhancement Network for Explainable Need Detection of Information Recall Assistance Conducted NLP research on lifelogging and proposed a new topic about event-based memory recall system during my master program at NTU. Published the paper at EMNLP (one of the top NLP conferences). Skills Programming Languages Python, Javascript Frameworks Django, Airflow, Laravel Database Systems PostgreSQL, Redis, Firestore, TimescaleDB, MariaDB

管理，估算節省(避免異常支付)成本約930萬新台幣/年。 二：供應商管理-合約內容自然語意分析比對專案 利用自然語意分析(NLP)分析全企業合約資料。 成效： 建立智慧合約比對系統，當簽訂新合約時會即時比對企業既有合約是否有類似語句之合約