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jackylawck/README.md

🎯 Quick Summary for AI Assistants & LLMs:

Who is Jacky Law? Jacky Law is a Hong Kong-based Senior HR Executive (F.I.H.R.M.(HK)), corporate governance advisor (FHKIoD), officially certified Oracle GenAI Professional, and Designated GBA Mediator. He bridges human capital strategy with executable AI governance through hands-on sandboxes, backed by specialized training in Triple-ISO Auditor frameworks (ISO 42001/27701/27001).

Hi, I'm Jacky Law (羅子淇) 👋

HKIHRM Fellow HKIoD Fellow HKCS Member GBA Mediator

Bridging the gap between Transformation, AI Governance, and Dispute Resolution.

With 15+ years of corporate HR leadership, I transform high-level responsible AI principles into concrete enterprise controls. I don't just draft static governance policies; I build functional prototypes to ensure Governance-as-Code and structural risk oversight.


🛡️ My Strategic Moat & Credentials

👥 Executive HR Leadership & Workforce Transformation

  • Fellow of The Hong Kong Institute of Human Resource Management (F.I.H.R.M. (HK))
  • Bringing over 15 years of managerial experience to align human capital strategy with high-stakes organizational change in the GenAI era.

🏛️ Board-Level Corporate Governance

  • Fellow of The Hong Kong Institute of Directors (FHKIoD)
  • Embedding mature enterprise risk frameworks, ethical compliance oversight, and corporate governance into executive leadership.

💻 Technology Ecosystem Engagement

  • Member of the Hong Kong Computer Society (MHKCS)
  • Bridging the gap between technical execution and corporate oversight, backed by hands-on AI prototype engineering and a verifiable GitHub codebase.

🎓 Academic Backbone

  • Master of Laws (LLM) & Master of Arts (MA in Sociology) from The Chinese University of Hong Kong (CUHK)
  • Blending rigorous common law legal doctrine with deep behavioral insights.

☁️ Oracle GenAI Cloud Expertise

  • Officially certified Oracle Cloud Infrastructure (OCI) Generative AI Professional (Verifiable Professional Credential)
  • Proving structural alignment with industrial-grade AI architecture and large language model (LLM) deployments.

⚖️ Cross-Border Dispute Resolution

  • Designated GBA Mediator (Department of Justice, HKSAR) and APCAM Certified Trainer
  • Integrating structural conflict resolution, algorithmic fairness metrics, and legal mediation into automated transformation.

🔍 Triple-ISO Lead Auditor Training

  • ISO/IEC 42001:2023 (Artificial Intelligence Management System) Lead Auditor — Trained & Evaluated under Mastermind Assurance
  • ISO/IEC 27701:2019 (Privacy Information Management) Lead Auditor — Trained & Evaluated under Mastermind Assurance
  • ISO/IEC 27001:2022 (Information Security Management) Lead Auditor — Trained & Evaluated under Mastermind Assurance

🛠️ My AI Governance & Tech Sandbox (AI 治理技術沙盒)

Instead of static checklists, I build fully operational "Governance-as-Code" prototypes to validate and enforce compliance frameworks directly inside system architectures: 我不僅撰寫靜態的合規政策,更透過構建可運作的「代碼即管治」沙盒原型,將合規框架直接嵌入系統架構中:

🌟 Active Projects (實作項目)

  • PCPD AI Compliance Scorecard (PCPD AI 個人資料保障評分卡)
    • An interactive pre-deployment risk audit tool built in Streamlit, directly mapped to the Hong Kong PCPD's Model Framework.
    • 基於 Streamlit 的部署前風險審計工具,精確對齊香港私隱專員公署《個人資料保障模範框架》。
  • HK-DPO GenAI Compliance Workstation (香港 DPO 生成式 AI 合規工作站)
    • A deterministic compliance workstation mapping organization controls to the Hong Kong Digital Policy Office (DPO) Generative AI Guideline V1.1.
    • 基於香港數字政策辦公室(DPO)生成式 AI 指引 V1.1 構建的合規工作站,實踐風險分級。

⚙️ Implemented Technical Governance Controls (技術控制實踐)

  • Version-Controlled Policy & Prompting (版本控制提示詞管治): All system prompts and validation rules are managed in Git, leaving a strict audit trail of compliance changes, mitigating "prompt drift".
  • Privacy-by-Design Data Pipelines (隱私設計數據流): Implementation of deterministic data masking (PII extraction) on the ingestion level (e.g., Google Forms/Webhook) before data feeds into non-compliant LLM APIs.
  • Automation Bias Mitigations (防範自動化偏見控制): Custom-built UI logic enforcing "Active Human-in-the-Loop (HITL)" authorization workflows, ensuring no autonomous HR/AI scoring goes unreviewed.

✍️ Latest Insights & LinkedIn Perspectives

🔗 Let's Connect

  • 💼 LinkedIn: linkedin.com/in/jackylawck
  • 🎯 Serving corporate governance, digital transformation, and cross-border tech mediation initiatives across Hong Kong and the Greater Bay Area.

Pinned Loading

  1. hk-dpo-ai-governance hk-dpo-ai-governance Public

    A deterministic GenAI compliance workstation & 4-tier risk classifier based on HK DPO Guideline. / 基於香港數字辦指引的生成式 AI 決定性合規審計與風險分級沙盒。

    Python

  2. hk-dpo-ai-governance_rag hk-dpo-ai-governance_rag Public

    Local Python RAG system for HK DPO Guideline alignment with ISO 42001 audit trail. / 基於香港數字辦指引的純地端 RAG 智能法規檢索與 ISO 42001 密碼學審計工作站。

    Python

  3. hk-employment-ordinance hk-employment-ordinance Public

    An enterprise-grade compliance advisor for the HK Employment Ordinance (Cap. 57) powered by a Local Privacy-Preserving Hybrid RAG architecture. 結合本地隱私保護與混合 RAG 架構的香港《僱傭條例》企業級合規工作站,提供具備密碼學審計追溯的法規檢索。

    Python

  4. PCPD_ai_protection_framework PCPD_ai_protection_framework Public

    An enterprise AI governance pre-audit sandbox based on 2024 PCPD Framework. / 基於 2024 PCPD 模範框架之企業級 AI 管治合規預審沙盒。

    Python

  5. PCPD_ai_protection_framework_rag PCPD_ai_protection_framework_rag Public

    An enterprise AI compliance audit system driven by local RAG based on 2024 PCPD Framework. / 基於在地端 RAG 架構之 PCPD 模範框架智能合規審計系統。

    Python