Executive Profile & Strategic Vision
An accomplished Senior HR Executive and Corporate Governance Advisor with over 15 years of leadership experience in driving organizational change and human capital transformations. Navigating the intersection of emerging technologies and boardroom responsibilities, I specialize in translating abstract AI risks into structured policy, procedural guardrails, and auditable governance workflows.
"My mission is not to re-invent underlying AI models, but to serve as the strategic bridge—ensuring that corporate deployment of frontier technology remains lawful, ethical, and fully aligned with auditable risk frameworks before impacting the organization."
Strategic Credentials & Moat
F.I.H.R.M.(HK)
FHKIoD
LL.M. (CUHK)
GBA Mediator
Triple-ISO Lead Auditor (42001/27701/27001)
Oracle GenAI Professional
Leveraging a unique blend of Legal Expertise (LL.M.), International Standards (ISO 42001 / 27701 / 27001), and Alternative Dispute Resolution (ADR) to protect organizations from legal, reputational, and systemic risks in the generative AI era.
Governance-as-Code Implementation
Transitioning from static policy frameworks to functional implementation, I utilize automated sandboxes and compliance environments to enforce corporate guardrails:
- Pre-Deployment Guardrails: Algorithmic Impact Assessment (AIIA) schemas and Streamlit audit sandboxes mapped to HK PCPD & DPO guidelines.
- Post-Deployment Redress: Structured redress and remedy frameworks modeled to mitigate algorithmic bias, monitor concept drift, and manage cross-border data dispute escalation within the GBA ecosystem.
Zero-Trust & Privacy-First PWA Utilities
Practical, 100% client-side Web Applications built under strictly enforced Privacy-by-Design and Zero Data Retention architecture:
- ClauseDiff 安心對 — Privacy-first contract & policy diff tool for HR and Legal teams.
- Prompt-Off 離線淨言 — Client-side PII masking and prompt purification before LLM ingestion.
- Safe-Off 離線守密 — Zero-Knowledge, AES-GCM encrypted offline secret & password vault.
- Always-Celebrate 常慶功 — OWASP-aligned offline team achievement and motivation tracker.
- ChequeEasy 支票易 — ISO 27001 compliant enterprise cheque amount converter.
Thought Leadership & Media Publications
Regular contributor to leading Hong Kong media on human capital transformation and AI governance. Selected articles: