
Director of Products specializing in responsible AI deployment across multiple industries. I connect cutting-edge AI innovation—computer vision, explainable AI, multi-modal systems—with measurable business outcomes.
15+ years in product leadership: AI agents, Autonomous Vehicles, E-commerce B2B platforms, supply chain optimization, cross-border insurance, and global digital products at companies like Alibaba, Airways NZ, The Warehouse Group and more. Led teams across multiple geographies delivering world-class experiences.
Current focus: Building AI governance frameworks that balance innovation with accountability. I research international AI deployments, regulatory approaches, and technical standards—translating complex requirements into practical implementation strategies.
The principles that guide my work
AI decisions must be explainable. SHAP/LIME integration, published performance metrics, and clear decision pathways aren't optional—they're foundational for trust and legal defensibility.
Advancing AI capabilities while maintaining rigorous governance. ISO/IEC 42001:2023 compliance, privacy protections, bias audits, and independent oversight from day one.
Bridging academic AI ethics and real-world product development. I create deployment frameworks, implementation checklists, and governance processes that teams can actually use.
Synthesizing emerging standards, international best practices, and technical developments into actionable product strategy.
Key milestones in my career
Director of Products
Leading AI product development with emphasis on explainability, governance, and regulatory compliance. Developing ISO 42001 frameworks and responsible AI deployment methodologies.
E-commerce B2B
40% processing improvement, 25% customer satisfaction increase
Cross-border Insurance
International digital products: Managed global teams across Virtual, On-Demand, and Immersive fitness platforms at LesMills International
Technical Expertise
Product lifecycle management and RICE prioritization. Microsoft Power Platform (Power BI, Power Automate, AI Builder). AI governance frameworks and XAI implementation.
Specialized capabilities and focus areas
AI governance and explainable AI frameworks
ISO/IEC 42001:2023 compliance strategies
Computer vision and multi-modal detection systems
Technical validation and performance benchmarking
Privacy Impact Assessment methodologies
Regulatory analysis and implementation planning
Product strategy for AI-powered solutions