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Short, contextual explanations support understanding before machine time begins.
Learning technology · Responsible AI · 2026
ReadyLoop
AI-supported IB Design Technology learning before fabrication.
A safe pre-fabrication learning platform combining student guidance, revision support, bounded file analysis and role-specific views for technicians, teachers and administrators.
ReadyLoop turns workshop feedback into a calm learning cycle: Learn, Check, Submit, Revise and Reflect. AI supports explanations and self-checks, while teachers and technicians retain approval, safety and production decisions.
- Role
- Project lead and system designer
- Recognition
- Outstanding Innovation and Creativity Award · AIREA 2026
- Special recognition
- Z.AI Special Award
- Status
- Working public demo with school deployment gates
Project framework
Role, tools and collaboration
- Role
- Project lead · Product strategy, UX, system design and implementation
- Tools
- Google Apps Script
- React
- Responsible AI
- GitHub
- Codex
- Status
- Working public demo · School deployment remains gated
- Collaboration
- Developed from real Design Technology workshop practice with teacher and technician workflows kept human-led.
Process and approach
Check and submit
Students complete bounded self-checks and provide clearer fabrication evidence.
Revise and reflect
Human feedback becomes part of an iterative learning record rather than a final rejection.
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