I build practical AI agents for governance, risk and business operations — from risk register copilots to document automation workflows — backed by actuarial science, banking operations and integrity governance experience.
I'm a Senior Executive in Integrity & Governance at Perbadanan PR1MA Malaysia, with a background in actuarial science and experience at Citi and RBC.
What sets me apart: I understand risk, governance and compliance work, then I turn that work into practical AI workflows: document agents, risk-register copilots, reporting dashboards and recruiter-facing automation.
I'm targeting roles in AI Governance, AI Risk, GRC automation and Agentic AI, especially where regulated industries need people who can speak both control language and automation language.
AI-assisted governance workspace that converts policies, meeting notes and risk updates into structured risk registers, action trackers and committee-ready summaries.
Drafting workflow for integrity papers, ABMS awareness notes, OACP updates and management memos using a fixed governance structure, evidence checklist and review prompts.
Agent concept that classifies risk descriptions, suggests control gaps, maps mitigation owners and prepares follow-up reminders for risk champions.
Structured assistant for allegation summaries, timeline mapping, evidence gaps and escalation notes. Public demo uses dummy data only.
Personal pipeline that extracts job requirements, maps them to CV evidence, drafts tailored cover letters and tracks recruiter follow-ups for overseas AI/Risk roles.
Agent-assisted workflow for scanning local business leads, generating website copy, preparing WhatsApp outreach and packaging simple landing pages for SMEs.
Open to AI Governance, AI Risk, GRC automation and Agentic AI roles.
Based in Kuala Lumpur · Available for remote, Singapore, UAE/Saudi and regional opportunities.