About

慶祝資料保護組成立，2025年9月19日攝於臺南阿菊食堂 / Celebrating the establishment of the Data Protection Team, photographed at A-Ju Restaurant in Tainan on Sep‘ 19, 2025

我們是誰 / Who We Are

DP（資料保護組）是一個專注於全方位資料保護的專業顧問團隊。我們專精於四大核心領域：隱私導向工程架構、資料治理與法遵框架、隱私強化技術研發，以及資料驅動決策與 AI 導入服務。團隊由經驗豐富的資料科學家、工程師和顧問組成，致力於協助組織建立完善的資料保護體系。

DP (Data Protection Team) is a specialized consulting team focused on comprehensive data protection. We specialize in four core domains: Privacy-Oriented Engineering Architecture, Data Governance & Compliance Framework, Privacy-Enhancing Technology R&D, and Data-Driven Decision & AI Implementation Services. Our team comprises experienced data scientists, engineers, and consultants dedicated to helping organizations establish robust data protection systems.

我們與台灣頂尖大學保持緊密的研究合作關係，在差分隱私、合成數據生成、聯邦學習、同態加密等隱私強化技術領域進行深度研發，同時在資料治理框架、隱私納入設計原則和資料架構最佳實踐方面持續創新。這種產學合作確保我們的方法論始終處於資料保護領域的最前沿。

We maintain strong research partnerships with Taiwan’s leading universities, conducting deep R&D in privacy-enhancing technologies such as differential privacy, synthetic data generation, federated learning, and homomorphic encryption, while continuously innovating in data governance frameworks, Privacy by Design principles, and data architecture best practices. This academic-industry collaboration ensures our methodologies remain at the forefront of data protection.

我們獨特的方法結合了複雜的貝氏統計和機器學習技術，專注於提供可操作的洞見。我們擅長將複雜的分析發現轉化為清晰的策略建議，為企業創造價值。

Our distinctive approach combines sophisticated Bayesian statistics and machine learning techniques with a keen focus on delivering actionable insights. We excel in translating complex analytical findings into clear, strategic recommendations that drive business value.

我們全面的資料工程能力涵蓋系統架構設計、資料管道優化和強大的預處理框架，使我們能夠為客戶的資料挑戰提供端到端的解決方案。

Our comprehensive data engineering capabilities encompass system architecture design, data pipeline optimization, and robust preprocessing frameworks, enabling us to provide end-to-end solutions for our clients’ data challenges.

我們的服務 / What We Do

DP 作為您在資料保護全生命週期的策略合作夥伴，專注於四大核心領域：

DP serves as your strategic partner throughout the entire data protection lifecycle, focusing on four core domains:

1. 隱私導向工程架構 / Privacy-Oriented Engineering Architecture

設計並實施符合隱私納入設計（Privacy by Design）原則的資料工程架構，從系統設計階段就將隱私保護融入每個環節，確保資料在整個生命週期中的安全性。

Design and implement data engineering architectures that comply with Privacy by Design principles, integrating privacy protection into every aspect from the system design stage, ensuring data security throughout its entire lifecycle.

2. 資料治理與法遵框架 / Data Governance & Compliance Framework

建立完整的資料治理體系，包含資料分類、存取控制、稽核機制，並確保符合個人資料保護法、GDPR 等國內外法規要求。

Establish comprehensive data governance systems, including data classification, access control, audit mechanisms, and ensure compliance with domestic and international regulations such as Personal Data Protection Act and GDPR.

3. 隱私強化技術研發 / Privacy-Enhancing Technology R&D

進行學術研究並提供實務解決方案，包括差分隱私、聯邦學習、同態加密、安全多方計算等先進技術的研發與應用。

Conduct academic research and provide practical solutions, including R&D and application of advanced technologies such as differential privacy, federated learning, homomorphic encryption, and secure multi-party computation.

4. 資料驅動決策與 AI 導入服務 / Data-Driven Decision & AI Implementation Services

提供資料分析、策略規劃與 AI 技術導入的全方位顧問諮詢服務，協助組織制定資料驅動決策框架，並在確保隱私保護的前提下，安全整合大型語言模型（LLM）和其他人工智慧技術。

Provide comprehensive consulting services in data analytics, strategy planning, and AI technology implementation, assist organizations in developing data-driven decision frameworks, and securely integrate Large Language Models (LLMs) and other artificial intelligence technologies while ensuring privacy protection.

我們的方法 / Our Approach

我們相信隱私和分析能力可以無需妥協地共存。我們的方法論結合了嚴格的隱私保護和先進的統計技術，確保敏感資料保持安全的同時提取最大的商業價值。每個專案都從徹底評估您的隱私需求和資料目標開始，然後設計符合您組織目標的客製化解決方案。

We believe that privacy and analytical power can coexist without compromise. Our methodology combines rigorous privacy protection with advanced statistical techniques, ensuring that sensitive data remains secure while extracting maximum business value. Each engagement begins with a thorough assessment of your privacy requirements and data objectives, followed by a customized solution design that aligns with your organizational goals.

為什麼選擇 DP / Why Choose DP

  • 研究支持的卓越性：我們與領先學術機構的積極合作確保能夠取得最新的隱私保護技術和方法論。 Research-Backed Excellence: Our active collaboration with leading academic institutions ensures access to the latest privacy-preserving technologies and methodologies.

  • 端到端解決方案：從初始隱私評估到最終實施，我們在您的資料旅程中提供全面支援。 End-to-End Solutions: From initial privacy assessment to final implementation, we provide comprehensive support throughout your data journey.

  • 領域專業知識：我們的團隊在各個行業擁有豐富經驗，能夠理解您獨特的挑戰和需求。 Domain Expertise: Our team brings deep experience across various industries, enabling us to understand your unique challenges and requirements.

  • 經過驗證的實績：我們成功的實施方案已幫助組織實現隱私合規和分析目標。 Proven Track Record: Our successful implementations have helped organizations achieve both privacy compliance and analytical objectives.

服務產業 / Industries We Serve

我們服務於資料隱私至關重要的各個領域，主要專注於：

We work across diverse sectors where data privacy is paramount, with a primary focus on:

  • 政府與公共部門 / Government and Public Sector
  • 金融服務 / Financial Services
  • 醫療衛生機構 / Healthcare Institutions

我們歡迎來自所有需要資料隱私和分析卓越性的產業的機會。我們的隱私強化技術和分析框架可以適應各個部門的獨特需求，使我們能夠在不同的商業環境中創造價值，同時保持對資料安全和分析嚴謹性的承諾。

We welcome opportunities across all industries where data privacy and analytical excellence are essential. Our privacy-enhancing technologies and analytical frameworks can be adapted to meet the unique requirements of various sectors, allowing us to deliver value across diverse business contexts while maintaining our commitment to data security and analytical rigor.

我們的團隊 / Our Team

我們的跨領域團隊包括：

Our multidisciplinary team includes:

  • Odie Ke

    • 團隊負責人 / Team Lead
    • 前政府數位部門技術政策顧問 / Former Technical Policy Advisor for Government Digital Departments
    • 資料基礎設施專家 / Data Infrastructure Specialist
    • 電腦視覺與機器學習研究員 / Computer Vision & ML Researcher
    • 函數式程式設計愛好者 (Lisp) / Functional Programming Enthusiast (Lisp)

  • Andy Hsu

    • 機器學習與隱私強化技術研究員 / ML & Privacy-Enhancing Techniques Researcher
    • 產學合作協調員 / Academic-Industry Partnership Coordinator

  • Charles Chiu

    • DevOps 專家 / DevOps Specialist
    • 資料基礎設施工程師 / Data Infrastructure Engineer

  • Mikimoto Chuang

    • MOPCON 創辦人 / Founder of MOPCON
    • Apple MFi 認證首席工程師 / Apple MFi Certified Chief Engineer
    • iOS/Android 與後端首席工程師 / Lead Engineer of iOS/Android & Backend
    • 資深架構師 / Senior Architect
    • 軟體工程與關聯式資料庫專家 / Software Engineering & Relational Database Expert
    • Swift 愛好者 / Swift Enthusiast

  • Justyn Chen

    • 康復中的資料科學家：資料與模型治理 / Recovering Data Scientist: Data and Model Governance
    • 隱私強化技術專家與開源貢獻者 / Expert and Open Source Contributor in Privacy-Enhancing Technologies
    • 數位轉型與創新倡導者 / Evangelist of Digital Transformation and Innovation

  • Zoe Lee

    • 專案經理 / Program Manager
    • 專案協調與客戶關係專家 / Project Coordination and Client Relations Specialist

前團隊成員 / Alumni

  • Jojo Chien (Apr. ~ Sep. 2025)

    • 專案經理 / Program Manager
    • 專案協調與客戶關係專家 / Project Coordination and Client Relations Specialist

  • Joanne Chang (Dec. 2023 ~ Apr. 2025)

    • 專案經理 / Program Manager
    • 專案協調與客戶關係專家 / Project Coordination and Client Relations Specialist

  • Alex Chen (Dec. 2023 ~ Feb. 2025)

    • 資料科學家 / Data Scientist
    • 貝氏統計學家 / Bayesian Statistician
    • 隱私強化技術專家 / Expert in Privacy-Enhancing Technologies

聯絡我們 / Contact Us

準備好提升您組織的資料隱私和分析能力了嗎？聯絡我們討論 DP 如何支援您的目標：

Ready to enhance your organization’s data privacy and analytical capabilities? Contact us to discuss how DP can support your objectives: