AI advisory

AI advice on adoption and oversight

My advisory experience includes a current Industry Advisor appointment at SUSS Academy, alongside AIRI framework design and contributions to AI security, transparency and healthcare decision support. I welcome AI advisory and expert-panel work with boards, councils and leadership teams.

Decisions I help teams assess

Areas for professional discussion, grounded in the contributions below.

Value

What business decision should this AI investment improve?

Helped shape AI use-case discussions as an instructor and moderator in the NUS MBA AI for Business Leaders series.

NUS Business School

Readiness

What needs to be ready before committing to delivery?

One of the architects of AIRI, a framework for assessing organisational AI readiness.

AI Singapore

Security

Which AI security threats and controls need attention?

Contributed to TR 99:2021 through Singapore’s AI Technical Committee and AI Security Working Group.

Singapore Standards eShop

Oversight

What should people understand and review in an AI-assisted decision?

Contributed through AI Singapore to AI transparency work and as a project-team member to healthcare decision-support guidance.

Open Loop IPUR / Lloyd's Register Foundation Institute for the Public Understanding of Risk

Contributed standards, reports, and guides

Contributions span AI security, transparency, healthcare decision support, and the human impact of emerging technology.

Contributed technical reference

TR 99:2021 - Artificial intelligence (AI) security

Singapore Standards Council · 2022

Contributed to TR 99:2021 as a Technical Committee member representing AI Singapore and an AI Security Working Group member.

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Technical partner contribution

AI Transparency & Explainability: A Policy Prototyping Experiment

Open Loop · 2022

Named among AI Singapore’s technical partners for a policy experiment on AI transparency and explainability.

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Project team contribution

Using Artificial Intelligence to Support Healthcare Decisions: A Guide for Society

IPUR / Lloyd's Register Foundation Institute for the Public Understanding of Risk · 2021

Project team contributor to a public guide on using AI to support healthcare decisions.

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Contributed article

Unlocking the Impact of AI on Human Security

Commonwealth Security Group / CWSRG · 2021

Contributed the article Unlocking the Impact of AI on Human Security to Emerging Technology Insight 2021.

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Relevant experience

Industry advisory work at SUSS Academy, AI Singapore work on readiness and security, and technical AI support for the National AI Office through a secondment from AI Singapore.

See leadership responsibilities and career context