AI Research & Speaking
Researching and designing AI powered assessments for vocational education, and helping organisations adopt AI safely and at human speed.
Hamilton, New Zealand
About
I am a Tairāwhiti (Gisborne) born learning and technology specialist who now calls Kirikiriroa (Hamilton) home. For more than 20 years I have designed digital learning and assessment for organisations across Aotearoa and beyond.
In 2017 I founded Epic Learning, a fully remote learning and development team that now supports clients across New Zealand and Australia. I also co-founded Epic Sharing, a platform for sharing and discovering learning resources. I still work closely with the Epic crew while focusing my own time on AI research and my new venture, hotloop.ai.
As Principal Investigator for ConCOVE Tūhura I have led New Zealand's largest study into whether AI can create NZQA aligned assessments that pass national moderation. Our 114 page report established an ethical framework for AI assisted assessment design that responds to Te Tiriti o Waitangi, including data sovereignty and cultural responsiveness, and sets out a five phase methodology that others can reuse.
A key finding from this work is simple but important. When we built strong assessment designs, grounded them in quality content, and used subject matter expertise to guide and check the AI, personalised variants were consistently approved by independent experts. That result is reshaping how the VET sector thinks about AI adoption.
I believe the future of learning sits where human expertise and AI systems work together. My job is to help assessment teams, teachers and leaders build that future without losing what matters most for learners.
Founder
Epic Learning LtdFounder
hotloop.aiExperience
Research
Leading New Zealand's largest study on AI in vocational education
I am Principal Investigator for a comprehensive study examining whether AI can create assessments that pass New Zealand's national moderation system. The project was commissioned by ConCOVE Tūhura in partnership with Epic Learning and George Angus Consulting.
This work sits alongside wider sector conversations on inclusive VET systems and micro credentials, and has been shared through national and international conferences, webinars and podcasts.
View research reportSpeaking
AI generated assessments for vocational education (with Eve Price)
Te Papa, Wellington
AI generated assessments for VET
Melbourne, Australia
Future proofing assessment: AI generated design
Te Papa, Wellington
AI generated assessments and inclusive VET pathways (with Eve Price and colleagues)
Gold Coast, Australia
Adapting AI generated assessment practices for secondary teachers
New Zealand
AI in 2025: Connected tools and emerging L&D workflows
Virtual
Advanced AI practice for educators
Waikato
Shadow AI: the secret power shaping learning and development
Auckland
Getting even more out of ChatGPT in 2024 (with Nat Gunn)
Virtual
Digital learning innovation
Hamilton
Media
Building inclusive VET systems and pathways, discussing AI generated assessments and diverse learner needs
Featured in AI item authoring research sprint and report launch, sharing findings from the ConCOVE Tūhura project
Writing on how people quietly adopt AI tools at work, based on a story from the NZATD Digital Learning Showcase, translated into multiple languages
Sharing practical insights on AI in assessment, shadow AI, meta prompting and connected AI workflows for L&D teams
Projects
New Zealand
New Zealand Football
Developed learning dashboard and e-learning content for national coach and referee education.
Callaghan Innovation
Developed Introduction to AI module for the national AI Activator programme, empowering NZ businesses to harness AI.
Te Pūkenga
Directed curriculum development modernising 135 unit standards in the Mechanical Engineering sector.
Australia
Construction sector
Led design of a generative AI assessment engine that overlays state based construction legislation and compliance requirements onto assessment questions, ensuring that each version aligns with local regulatory frameworks while keeping a consistent core design.
Connect
For speaking, research collaboration, assessment design support or AI strategy for your organisation, get in touch.