Reports

Occasionally I package research notes, experiments, and provocations into more interactive formats. These reports mix narrative, data visualisations, and design explorations to explain how we can use Learning Analytics and AI responsibly in education.

Generative AI Learning Analytics Interactive

AI in Education: The Missing Link

An interactive deep-dive on why Learning Analytics is the missing ingredient for meaningful Generative AI deployments in education.

Read the interactive report
Learning Analytics Jupyter LLMs

JELAI: Integrating AI and Learning Analytics in Jupyter Notebooks

Explore how JELAI pairs LLM tutoring with fine-grained telemetry inside Jupyter to deliver context-aware support and research-ready data.

Dive into the architecture