Curriculum Vitae • AI Fluency & Education Lead

Dr Stafford Lumsden

AI Fluency • Curriculum & Learning Systems • Educational Design • Responsible AI

Learning Architecture & AI Integration Operational Model
Executive Profile

Award-winning educational designer, applied linguist and AI-in-education leader with nearly two decades of teaching, curriculum, online learning and professional education experience. I specialise in turning complex ideas into clear, reusable learning systems for adult and professional audiences, with particular expertise in responsible generative AI, assessment, multimodal learning design and capability development. At Sydney Law School I lead educational design across curriculum, assessment and AI integration, while building practical AI-assisted workflows, openly reusable resources and professional-learning materials that others can adapt and teach without ongoing oversight. My practice combines evidence-based pedagogy, strong general-audience writing, rapid prototyping, technical experimentation and data-informed evaluation.

01

Selected AI Fluency Systems & Prototypes

6 Flagship Systems

Designed, developed, and evaluated operational frameworks, agent prototypes, and production pipelines translating frontier AI capability into scalable educational practice.

Responsible AI Teaching & Assessment Framework

Governance & Policy

Model-agnostic guidance for educators and students on appropriate use, human judgement, verification, disclosure, privacy, assessment design and professional responsibility.

Core Domain: Responsible AISydney Law School

Harvey AI Training Resources

Professional Ecosystem

Modular professional-learning ecosystem combining teaching materials, workflow guidance, prompt resources and reusable artefacts for legal educators working with generative AI.

Core Domain: Professional EducationLegal Education

AI-Assisted Source-to-Canvas Production Pipeline

Production Pipeline

Repeatable workflows that transform source documents and presentations into structured, Canvas-ready HTML, quizzes, FAQs and facilitator resources, with human-led quality assurance.

Core Domain: Automated Learning HTMLCanvas LMS

Conversational Learning & Agent Prototypes

Interactive Agents

Learning and research prototypes using Cogniti and other conversational or workflow agents for formative support, guided practice, educational production and analysis of learner interaction.

Core Domain: Agents & Chat LogsCogniti / Frontier Models

Model-Agnostic AI Fluency Materials

Durable Pedagogy

Practical frameworks and examples designed to teach durable ways of working with AI across systems rather than product-specific tricks or prompt recipes.

Core Domain: Critical AI FluencyCross-Platform

AI-Enabled Educational Production Workflows

Tooling & QA

Prompt libraries, workflow agents, structured content templates and lightweight tooling that shorten the path from source material to usable learning artefact while retaining expert review and pedagogical control.

Core Domain: Human-in-the-Loop ToolingRapid Authoring
02

Core Capabilities

6 Foundational Strengths

Strategic competencies cultivated across higher education, curriculum transformation, applied linguistic research, and professional sector capability building.

Curriculum Ownership

Coherent learning architectures, sequencing, assessment and quality assurance across degree, professional and staff-development contexts.

Architecture & QA

Translation for Non-Specialists

Accurate, intuitive explanations of technical, pedagogical and policy concepts through mental models, examples, visual design and scaffolded activity.

Mental Models

Adult & Professional Learning

Practical, autonomous and professionally relevant learning designed to work when the original designer is not in the room.

Autonomous Systems

Rapid Prototyping & Iteration

Moving from concept to testable learning artefact quickly, then refining from learner, educator and stakeholder evidence.

Agile Prototyping

Evaluation of Learning & Behaviour

Combining qualitative and quantitative evidence, learning analytics, survey data and assessment performance to distinguish participation, comprehension and changed practice.

Evidence & Analytics

Co-Creation & Transfer

Working with academics, government and professional bodies to produce resources that others can adapt, facilitate and sustain.

Stakeholder Transfer
03

Professional Experience

4 Appointments

A sustained track record leading educational design, AI enablement, curriculum reform, and faculty development in major Australian and international institutions.

Educational Designer

Sydney Law School, The University of Sydney
Feb 2023–PresentSydney, Australia
  • Curriculum & Policy Leadership: Lead educational design for a highly regulated professional discipline, advising academic and executive stakeholders on curriculum architecture, assessment, online learning, quality assurance and educational policy.
  • Responsible AI Operationalisation: Lead and operationalise responsible generative-AI approaches for teaching and assessment, translating rapidly changing technical and policy developments into practical guidance, staff development, learner resources and implementable assessment designs.
  • Reusable AI-Fluency Resources: Design reusable AI-fluency resources for educators and students, including prompt guidance, workflow materials, teaching exemplars, FAQs, decision frameworks and Canvas-based learning resources.
  • Agent & Workflow Prototyping: Prototype AI-enabled learning and production workflows using frontier and local LLMs, including conversational agents, workflow agents, prompt libraries, content-generation pipelines and structured HTML production for learning environments.
  • Non-Technical Translation & Durable Judgement: Translate AI concepts for non-technical professional audiences, with emphasis on durable judgement: appropriate use, limitations, verification, disclosure, privacy, task design and human oversight rather than tool-specific product training.
  • Learning Analytics & Evaluation: Use survey data, grade distributions, learning analytics and stakeholder feedback to evaluate changes in student behaviour, teaching practice and assessment design; communicate findings to senior decision-makers.
  • Award-Nominated Course Architecture: Undertook end-to-end educational design of the Nuclear Weapons Law microcredential, integrating curriculum architecture, learning experience, assessment and online delivery; nominated for a University of Sydney Vice-Chancellor’s Award in September 2026.
  • External & Public-Sector Partnerships: Partner with external organisations and public-sector bodies on professional education and quality-assurance initiatives, including the NSW Office of the Director of Public Prosecutions Role-Mapped Training Program.

Principal / Independent Consultant

Educational Design & AI in Professional Education
Jun 2023–PresentAustralia
  • Strategic Advisory: Advise universities, professional educators and public-sector stakeholders on curriculum, assessment, AI integration, educational quality and professional-learning design.
  • Capability & Production Architectures: Develop learning architectures, implementation guidance and AI-supported production approaches for professional education, including legal training, role-mapped capability development and LMS delivery.
  • Autonomous SME Materials: Create evidence-informed materials that can be reused by subject-matter experts and facilitators, reducing dependence on the original designer while maintaining a defined quality bar.

Educational Developer

University of Wollongong
Jul 2018–Jan 2023Wollongong, Australia
  • Cross-Disciplinary Curriculum & Assessment: Designed and reviewed curriculum, assessment and online learning across disciplines, aligning learning outcomes, activities, assessment and institutional quality requirements.
  • Faculty Capability Building: Built educator capability through workshops, consultations, mentoring and communities of practice; translated learning-science principles into practical teaching decisions.
  • Governance & Innovation: Contributed to institutional curriculum review, governance and educational innovation, using evidence and stakeholder feedback to improve learning design.
  • Digital Transition & AFR Award: Co-led award-recognised learning-experience work (AFR Higher Education Award 2021) and developed reusable online resources during a period of rapid transition to digital and hybrid education.

Program Coordinator / Lecturer

Sookmyung Women’s University
2013–2018Seoul, Republic of Korea
  • Program Leadership: Led a teacher-education and TESOL program for adult learners, with responsibility for curriculum, online and blended delivery, academic quality, learner support and faculty development.
  • Distributed Learning Design: Designed learning that had to work when the designer was not present: reusable modules, online activities, assessment, facilitator guidance and resources for distributed teaching.
  • International Partner Management: Managed partner relationships, quality processes and continuous improvement across an international professional-education context.
04

Selected Scholarship & Public Engagement

6 Publications & Keynotes

Peer-reviewed research, international conference presentations, and pedagogical publications on multimodal learning environments, generative AI chat logs, and student writing support.

Book / MonographRoutledge • 2024

Lumsden, S., Djonov, E., & Slatyer, H. (2024). “The multimodal community of inquiry: A framework for evaluating online learning environments in higher education.” Routledge.

International PresentationUniversity of Kent • 2026

“The Mountain in the Machine: What Can Cogniti Chat Logs Tell Us About Student Learning?” AI Agents and Workflows: Opportunities and Challenges for Education, University of Kent, 2026.

Institutional ForumUniversity of Sydney • 2023

“Writing Feedback with Generative Artificial Intelligence.” University of Sydney Learning & Teaching Forum, 2023.

Research SeminarUniversity of Sydney • 2023

“A Social Semiotic Approach to Design & Development of the Online Learning Environment.” University of Sydney Business Education Research Seminar, 2023.

Journal ArticleThe English Connection • 2023

“Student Writing Support with Generative Artificial Intelligence.” The English Connection, 2023.

Journal ArticleThe English Connection • 2025

“Making Sense of Multimodality and Social Semiotics in TESOL.” The English Connection, 2025.

05

Education & Professional Recognition

Degrees & Certifications

Academic research qualifications spanning applied linguistics, social semiotics, and educational research, paired with senior sector fellowships and technical certifications.

PhD in Applied Linguistics

Doctorate
Macquarie University

Research focus: Multimodal social semiotics and online teaching/learning environments.

Master of Research (MRes)

Postgraduate
Macquarie University

Educational Research / Applied Linguistics.

Master of Arts in TESOL

Postgraduate
Victoria University of Wellington

Applied Linguistics & Language Pedagogy.

Bachelor of Arts (BA)

Undergraduate
University of Auckland

Political Science.

Senior Fellow (SFHEA)

Advance HE, awarded 2025. Highest benchmark in tertiary educational leadership.

IBM Professional Cert

Generative AI for Cybersecurity, 2024. Technical grounding in AI security & safety.

Six Sigma

Process design, quality management, and continuous improvement certification.

06

Selected Recognition & Honours

3 Major Honours

Distinctions recognizing excellence in curriculum innovation, learning experience architecture, and microcredential design.

National Award2021 Winner

Australian Financial Review (AFR) Higher Education Award

Learning Experience Category (Team Award): Co-led institutional learning experience initiative at University of Wollongong during digital transition.

Institutional & Teaching Excellence Awards

Multiple university and teaching awards across Australian and international higher-education contexts, celebrating innovation in pedagogy, student engagement, and educational technology.

07

Technical & Production Practice

4 Functional Domains

Hands-on technical stack and methodology across frontier models, learning management architectures, analytical tooling, and executive communication.

AI & Automation

Claude, ChatGPT, Gemini, Microsoft Copilot, Harvey AI, local & open-weight LLMs; prompt and workflow design; agent prototyping; structured content pipelines; human-in-the-loop QA.

Learning Production

Canvas, Moodle, Blackboard, SAP SuccessFactors, Articulate 360, H5P; semantic HTML/CSS; interactive and multimedia learning design; assessment and rubric design.

Research & Evaluation

Qualitative and quantitative evaluation, learning analytics, survey design, NVivo, SPSS, Power BI; evidence synthesis and educational research methodology.

Communication

General-audience writing, academic writing, workshop and facilitator resources, executive briefings, policy guidance, presentations, scripts and visual/multimodal explanation.