院、客⼾及證⼈聯繫與協調 執⾏訴訟⽀援及開庭 為當事⼈及證⼈取證，製作摘要 整理證物及分析 舞弊調查 透過資訊系統、資料庫、報表及相關流程，建立red flag警示，偵測內部異常行為、交易及舞弊 通過外部及內部通報管道，蒐集內部異常行為、交易

平行測試 (臨床試驗建構分生實驗室 資料庫計畫 (設計分生監控系統: 自動化品管系統 2021 分生報告系統: 自動化報告 2020 檢驗資料庫: 自動化LIS 2019 KPI系統: 胚胎實驗室、分生實驗室 2018 臨床資料庫: 電子化 醫學發表 https://orcid.org/臨床療程 Using an Interpretable Machine Learning

to leave my school and enter the workforce first. Work Experience Lead Fullstack Engineer Proto Research Inc OctPresent Waterloo, Canada (Remote) Lead the Asian team, working closely with the Canadian team daily. Built an IP allow-list feature, protecting 450+ endpoints. Developed a bring-your-own-database feature, generating $1,499/month in revenue per premium user. Backend Engineer Shopee Taiwan NovSepTaipei, Taiwan Automate workflows with Python, making them Apache Airflow pipelines for better monitoring and scheduling. Optimize the algorithms for some workflows, improving the time consumption by an order of magnitude.

., Digital Analyst, Sep 2019 ~ Jan 2021 • Established data tracking and data standards for ASUS online products & social platforms in 70 countries. • Employed ML algorithms to analyze consumer behavior and data visualization. Business Next Media Corp., Analyst, Jul 2017 ~ Jul 2019 • Achieved 76.6% revenue increase and 45% increase unit prices through strategic volume monetization. Education National Taiwan University, BS, Psychology, 2013 ~ 2017 Skills Data Solutions & Architecture Cloud Services: AWS cloud services & IBM cloud service Data Solutions: Data Lakehouse, ETL, Data Platform, Database Management, BI, Data security & Data Governance. AI : Generat...

/ R&D100 獲獎團隊 During the early stage of III, I was the main builder of the In-Snergy Energy Management Platform. The team starts with 4 people. I built the software part of the system from scratch to a whole platform, including system architecture, database design, software design/development, API server for external services, and mobile apps. Software design from backend Java system, to frontend web browser thin client and mobile applications. The team grows to almost 20 people. This project was awarded R&D100 Awards in 2011, which is

ensure optimal performance and reliability. Achieved a 75.5% reduction in overall costs on AWS. - Payment Processing: Integrated Stripe to enable payment processing, including creating a user-friendly checkout system for plan upgrades and establishing a cron service to ensure consistent data syncing between Stripe and our database. - Analytics: Designed and implemented a high-performance analytics system capable of processing large volumes of data in real-time. Managed and optimized the storage and retrieval of large amounts of writing data using DynamoDB, ensuring efficient and reliable data management. Implemented Amazon Redshift to efficiently handle

的檢核策略與方法將會出現型一錯誤與統計檢定力大幅下降問題。Hsu 與 Chen（2018）提出雙重量尺淨化法（Dual Scale Purification, DSP）應用於PISA-2016資料庫。其結果說明DSP在PISA等大型資料庫中有缺失值時仍可維持DIF檢核之型一錯誤率與統計檢定力。未來研究可採用DSP