Scholar-Practitioner • AI • Learning • Transformation

Dr. Carmel C. Tse, DBA, MSc

I work at the intersection of artificial intelligence, research, learning design and digital transformation — translating emerging technologies and evidence into responsible, practical and measurable capability. Some components on this site were built as SCORM files using Articulate Storyline. 

AI Enablement  •  Research & Innovation  •  Learning Design  •  Digital Transformation

My work connects academic inquiry with professional practice. Research and experimentation help identify what is possible; data and analysis test assumptions; and learning design turns complex ideas into experiences people can examine, practise, challenge and apply.

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Six connected areas bring together my current AI work, research, pedagogy, analytical practice and professional experience. 

AI Enablement

AI Enablement

From AI governance and literacy to safe simulation and Lean Six Sigma rigour—culminating in the AI Roundabout framework for governed AI enablement at scale.

Governance → Foundation → Simulation
Research and Innovation

Research & Innovation

AI transition readiness, applied research, frameworks, publications, experimentation, experiential learning and emerging educational technologies.

Research, Publications & Frameworks
Risk analysis and RAG

Using RAG to Mitigate Risk

Retrieval-augmented generation, data science and Lean Six Sigma applied to risk identification, policy alignment and evidence-based decisions.

Enterprise Risk Management & AI
Learning Design as a Teaching Pillar

Learning Design as a Teaching Pillar

Instructional design, simulation, scaffolding, accessibility and educational technology used intentionally to support teaching and learning, and continuing education.

Learning Design
Teaching and Pedagogy

Teaching & Pedagogy

Teaching philosophy: Experiential learning, mass open online courses, curriculum design, ConnectivAI, simulation and AI-augmented engagement, revisited biennially since 2018.

Teaching Philosophy
Professional Practice

Professional Practice

Digital transformation, organizational change, systems integration, enterprise learning, lifelong learning and technology-enabled improvement.

Education & Professional Practice
Curriculum Vitae | Email | GitHub | ORCID | LinkedIn