GET IN TOUCH

For Organisations & Businesses

If you're an organisation doing meaningful work in Aotearoa and need a custom digital platform — whether it's outcomes tracking, data management, AI-powered reporting, or something else entirely — I'd love to have a conversation. I handle everything from discovery and architecture through to build and deployment.

I'm particularly experienced with:

  • Purpose-built platforms for Māori and Pasifika outcomes delivery

  • Data sovereignty and NZ-hosted infrastructure for sensitive data

  • AI integration (natural language reporting, anomaly detection, predictive analytics)

  • Full stack development (Next.js, PostgreSQL, React Native)

For Researchers

If you're working on AI safety, mechanistic interpretability, or related fields and are interested in collaboration, I'd love to hear from you. I'm particularly interested in:

  • Joint research projects

  • Data sharing for mechanistic analysis

  • Peer review and methodology validation

  • University affiliation opportunities

For Safety Teams

I maintain ongoing responsible disclosure relationships with major AI companies. If you're part of a safety team and would like to discuss findings relevant to your systems, please reach out.

For the Broader Community

I'm committed to sharing research findings with the broader AI safety community through talks, workshops, and publications. If you're organising events or looking for speakers on empirical AI safety research or data sovereignty in AI, I'm happy to participate.