Researched and designed Digital & AI concepts, frameworks and guidelines:

• Evaluated and Measured ‘Product Maturity Levels’ for AI Design Parameters
• Rated and Ranked Social Media Platforms, Gaming and Gambling Sites to Protect Children
• Accountability Metrics for CEOs of ‘Technology Companies to Ensure Ethical Performance

Designed and developed global multi-sector stakeholder engagement frameworks:

• Human Centric Design of Autonomous and Intelligent Systems
• Risks from Social Media, Gaming and Gambling Sites
• Personal Accountability to CEO’s of Social Media, Gaming and Gambling Companies