Governing multi-market AI security baselines, zero trust infrastructure, and autonomous systems with hands.
Governs enterprise AI policy, model evaluation, and runtime guardrails across 18 APAC markets.
Architects identity-centric perimeters, ephemeral access, and automated CI/CD security gates.
Builds autonomous agents with hands, distributed edge state, and low-level device engineering.
Senior Information Security Leader & Enterprise Security Architect governing AI/ML security strategy across 18 APAC operating markets at AIA Group in Kuala Lumpur. Architect of defense-in-depth AI baselines (NIST AI 600-1, OWASP AISVS, BNM RMiT, CSA Agentic Trust). Prolific hands-on systems builder of local autonomous AI agents (Jarvis), edge distributed actor state (Cloudflare Workers & Durable Objects), and 1st Prize Winner at the Maybank Wearable Hackathon.
Enterprise AI Security Standard, multi-lens threat models (STRIDE, NIST, ATLAS), and Shadow AI containment.
Runtime governance, OAuth 2.1 scoped delegation, and zero standing privilege for autonomous AI agents.
Zero-cloud local voice assistant running on GPU with faster-whisper, OmniVoice, and OS ctypes automation.
1st Prize Winner for wearable fintech & contactless payment systems; Bank Negara Malaysia RMiT compliance.
Each bar is one role, drawn to scale by month. The hatched band marks the years in Kuala Lumpur.
How much of each kind of work every role carried, from foundational systems to AIA Group. Read top to bottom: architecture stays constant, hands-on engineering gives way to team building, then to client delivery and AI adoption. Select a bar to read the CV points behind it.
Enterprise clients in banking, manufacturing, pharma and hospitality. Client names are withheld. Hover or tap a node to trace its line.
Enterprise AI Defense-in-Depth Architecture. Enterprise Security Architect. Five-layer security architecture governing foundation models & autonomous agents across 18 APAC markets.
Components named in the project, shown along the data flow. Select a component for its detail.