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. Guided by a "Human-Centric & Simplicity" philosophy (以人為本・大巧不工), he translates responsible AI principles and workforce strategy into verifiable Governance-as-Code prototypes, backed by Triple-ISO Lead Auditor credentials (ISO 42001, ISO 27701, ISO 27001).

Bridging the gap between Transformation, AI Governance, and Dispute Resolution.
連繫組織變革、AI 治理與爭議解決的實踐者。

With 15+ years of corporate HR leadership, I transform high-level responsible AI principles into concrete enterprise controls. Beyond static compliance policies, I engineer production-ready prototypes to demonstrate Governance-as-Code, deterministic privacy preservation, and structural risk oversight.

A lifelong learner navigating human capital, organizational transformation, and corporate governance. Anchored by a human-centric ethos, I venture into the AI landscape with reverence and curiosity—exploring how technology can genuinely remain in service of humanity.

我是一位在人力資源、組織變革與企業管治路上前行的終身學習者。秉持「以人為本」的初心，我懷著敬畏與好奇走進 AI 世界，探求如何讓科技始終保持服務於人的本質。

• 🌱 Human-Centric & Inclusive (以人為本・惠澤社群)
• 🤝 Human-AI Synergy with Humility (懷謹同行・人機協作)
• 🛡️ Radical Simplicity & Zero-Trust (極緻簡約・恪守尊重)

• 👥 Executive HR Leadership: Fellow Member of HKIHRM (F.I.H.R.M.(HK)). Over 15 years leading high-stakes corporate transformation. (香港人力資源管理學會資深會員)
• 🏛️ Board-Level Governance: Fellow Member of The Hong Kong Institute of Directors (FHKIoD). Embedding ethical AI and risk oversight into executive agendas. (香港董事學會資深會員)
• ⚖️ Cross-Border Dispute Resolution: Designated GBA Mediator (Department of Justice, HKSAR) & APCAM Certified Trainer. (律政司認可大灣區調解員)
• ☁️ Cloud AI Architecture: Officially Certified Oracle Cloud Infrastructure (OCI) Generative AI Professional. (甲骨文生成式 AI 專業認證)
• 🔍 Triple-ISO Lead Auditor (三體系主導稽核員):
  • ISO/IEC 42001:2023 (Artificial Intelligence Management System - AIMS 人工智能管理體系)
  • ISO/IEC 27701:2019 (Privacy Information Management System - PIMS 隱私資訊管理體系)
  • ISO/IEC 27001:2022 (Information Security Management System - ISMS 資訊安全管理體系)
• 🎓 Academic Backbone: Master of Laws (LLM in Common Law) & Master of Arts (MA in Sociology) from The Chinese University of Hong Kong (CUHK). (香港中文大學普通法法學碩士 & 社會學文學碩士)

"Governance-as-Code: Transforming regulatory frameworks into verifiable, human-centric system controls."
全面對齊 ISO 42001、NIST AI RMF、歐盟 AI 法案 及 香港 PCPD / 數字辦指引。

• 📊 Model Architecture & Scope: MODEL_CARD.md — Technical boundaries and operational scope. (模型卡與邊界定義)
• 🔒 Security & Disclosure: SECURITY.md — Zero Data Retention (ZDR) and incident response protocols. (安全與漏洞披露政策)
• ⚠️ Risk Assessment: docs/RISK_ASSESSMENT.md — Algorithmic hazard matrix and tiering. (演算法風險分級矩陣)
• 👤 Human Oversight: docs/HUMAN_OVERSIGHT.md — HITL escalation and decision redress safeguards. (人機協同與補救機制)

• The Veil 揭帷: Global sovereign UAP disclosure & declassification ledger enforcing Tier-1 auditability, cryptographic SHA-256 integrity, EAR/ITAR exemptions, and ISO 27001/42001 governance standards. (全球主權防衛與官方解密情報總帳・審計級開源情報庫)
• EU AI Act FAQ & Navigator 歐盟 AI 法案導航: Bilingual compliance navigator for Regulation (EU) 2024/1689 covering risk tiering, GPAI rules, and conformity assessments. (歐盟人工智能法案雙語導航手冊)
• PCPD AI Privacy Protection Sandbox PCPD AI 私隱預審沙盒: Interactive compliance pre-audit sandbox based on the 2024 PCPD Model Framework (Local RAG Edition 地端檢索版). (基於 PCPD 模範框架之合規預審工作站)
• HK-DPO GenAI Compliance Workstation 香港數字辦生成式 AI 合規工作站: Deterministic 4-tier risk classification engine strictly mapped to HK Digital Policy Office guidelines (Audit Trail Edition 密碼學審計版). (數字辦生成式 AI 決定性合規審計系統)
• AI-Risk-Registry 影子 AI 風控註冊表: Enterprise Shadow-AI registry mapping unapproved tool adoption to ISO 27001 & ISO 42001 controls. (影子 AI 動態註冊與 ISO 雙體系對齊工具)
• 🎙️ AskIf 現場互動提問室: Enterprise-grade, zero-persistence live Q&A and stage moderation system for AGMs and executive town halls via Cloudflare Workers. (大會與高管峰會無痕即時提問室)
• HK Employment Ordinance AI Advisor 香港《僱傭條例》AI 合規顧問: Privacy-preserving hybrid RAG advisor for HK Cap. 57 workplace regulations. (結合本地隱私與混合 RAG 之 Cap. 57 法規工作站)
• TalentScout AI 慧聘 · 智析官: Algorithmic bias-mitigation ATS and competency scoring sandbox compliant with HK EOC standards. (AI 招聘偏誤緩解與勝任力評估系統)
• board-dei-dashboard 董事會 DEI 與薪酬平等儀表板: Executive workforce metrics and pay equity visualization tool with in-memory execution. (董事會級勞動力分析與薪酬平等儀表板)
• finbrief 財報智析: Executive financial digest distilling annual disclosures into HKFRS-aligned risk briefs. (高管財報摘要與 HKFRS 合規審計工具)
• mgmt-faq 現代管理學實戰知識庫: Executive Management FAQ & Framework navigator aligned with CMI & ICPM standards. (對齊 CMI/ICPM 之現代管理學與變革領導知識庫)

Architectural Standard: 100% Client-Side In-Memory Computing, Zero-Knowledge Encryption, and Zero Data Retention (ZDR).
核心標準： 100% 本端記憶體運算、零伺服器留存、零日誌歸檔。

• 🕊️ RailPeace 鐵和平: A low-friction transit de-escalation cheatsheet for Hong Kong commuters, built with zero dependencies, WAAPI smoothness, and strict PDPO compliance. (香港鐵路通勤「低摩擦」避火拆彈心法卡・以人為本生活降溫工具)
• 🔒 ClauseDiff 安心對: Air-gapped, client-side legal contract & policy comparison diff engine. (離線純前端合約與政策版本比對工具)
• 🛡️ Prompt-Off 離線淨言: Deterministic PII masking and prompt sanitizer before external LLM ingestion. (本地端個人敏感資料去識別化與提示詞脫敏工具)
• 🔑 Safe-Off 離線守密: Zero-knowledge, AES-GCM encrypted local credential vault. (基於 AES-GCM 之零知識純前端密鑰保險箱)
• 💼 ChequeEasy 支票易: ISO 27001-compliant enterprise bilingual cheque converter with HKMA API integration. (企業級繁英支票大寫金額轉換器)
• 📊 SmartLeave 智休假: Statutory holiday planner and organizational risk index optimizer for HK HR leaders. (香港法定公眾假期攻略與人力風險預警系統)
• 📝 Daily-Off 離線日注 / Stillhollow 棲心樹洞: Ephemeral, encrypted reflective spaces with zero telemetry. (無痕加密個人隨筆與靜心空間)
• 🧮 SecUnit 秒換 / WordWise 智識計 / Calc-OFF 離線算籌: High-speed, zero-cloud utility calculation suites. (零儲存匯率換算、離線字數統計與高精度算籌)
• 🎯 Always-Celebrate 常慶功: OWASP-aligned offline team achievement and motivation tracker. (符合 OWASP 標準之離線團隊成就激勵工具)

"Reasoning without guesswork; engagement without surveillance."
將演算法與去中心化通訊融入組織培訓、團隊競技與思維啟蒙。

• 🧩 Lawgic 羅輯 (Logic Games & Psychometrics):
  • Pure-Deduction Engine (純演繹益智矩陣): 10+ puzzle types with SMT-verified unique solutions and zero-guessing proof. (數獨、迴路等 10+ 款世界賽事級益智題型，保證解空間唯一)
  • High-Performance WASM (高效能運算): Sub-5ms input latency powered by Rust + WASM, aligned with Piaget's stages and CHC psychometrics. (Rust 零拷貝核心驅動，對齊皮亞傑認知發展論與 CHC 智力模型)
• 🏷️ Social Tag 到處留名: Serverless P2P icebreaker & networking platform for corporate workshops with multi-room isolation, 50-player capacity guard, and Privacy-by-Design architecture. (企業培訓與團隊破冰社交貼名牌工具・純前端零後端 P2P 互動系統)
• 💣 Number Bomb 開口中・數字炸彈: Lightweight, serverless party game featuring Pass & Play and WebRTC P2P multi-device sync, strict token-based authorization, and haptic tension pacing. (現代感純前端數字炸彈・支援單機傳機與 WebRTC 多人掃碼連線)
• 🏆 BX-Score-Keeper 爆旋計分器:
  • Tournament Standard (賽事規範支援): Fully compliant with Asia 12th Ed rules across 1v1, 3on3, and KOF team modes. (符合亞洲第 12 版官方競賽規格)
  • WebRTC Live Sync (低延遲連線): Multi-device instant synchronization across referee boards and spectators. (WebRTC 點對點多機即時投影與賽事計分)
• 🎭 Two Truths & A Lie 兩真一假:
  • Agile Facilitation (敏捷培訓與破冰): Designed for executive workshops with a 1200px projection mode and soft-pacing timers. (專為企業迎新與培訓設計之大螢幕互動破冰工具)
  • Serverless P2P Privacy (無痕通訊架構): Volatile in-memory WebRTC mesh architecture compliant with PDPO and GDPR erasure rights. (純記憶體點對點通訊，分頁關閉即刻銷毀數據)

"Science is not abstract memorization, but an interactive, auditable, and living universe."
聯合應用科學研究系列：利用 WebGL/WebGPU 與數值物理引擎，實現高保真度科研級視覺化與下一代科學探索。

• 🌌 JAR Black Hole 黑洞奇異點: Kerr black hole ray-tracer featuring 4D Carter geodesics and Novikov-Thorne relativistic accretion disks. (廣義相對論克爾黑洞光線追蹤與相對論吸積盤模擬)
• ⚛️ JAR Fusion Core 聚變核心: Research-grade 1.5D Tokamak nuclear fusion simulator with Crank-Nicolson heat transport modeling. (1.5D 托卡馬克核融合電漿熱傳導數值模擬)
• 🛰️ JAR Above Tiangong 天宮之上: 6-DoF space rendezvous & docking simulator with Clohessy-Wiltshire orbital mechanics. (6 自由度太空站交會對接與相對軌道力學沙盒)
• 🛩️ JAR Skybound 衝上雲霄: Aerospace-grade 6-DoF flight simulator with NASA CRM aerodynamics and Pacejka gear dynamics. (基於 NASA CRM 跨音速氣動數據之 6 自由度飛行模擬器)
• 🚀 JarAscent 躍上穹蒼: Rocket launch and orbital mechanics sandbox implementing RK4 numerical integration and J2 perturbation. (結合 RK4 數值積分與 J2 攝動之運載火箭入軌模擬沙盒)
• 🦾 JAR Beyond the Hand 在手之上: 6-DoF robotic arm kinematic simulator featuring real-time CCD-IK with DLS singularity avoidance. (具備實時奇異點規避之 6 自由度機械臂運動學模擬器)
• 🌪️ Jayblade 爆上陀螺: 3D rigid-body battle physics simulator showcasing WebGL rendering and WebRTC physics synchronization. (基於 240Hz 剛體物理引擎與 WebRTC 同步之戰鬥陀螺模擬器)

• 💼 LinkedIn: linkedin.com/in/jackylawck
• 🌐 Personal Hub: jackylawck.github.io/jackylawck
• 🎯 Serving transformation, governance and dispute resolution initiatives across Hong Kong and the Greater Bay Area.