AI Integration & Practice
I use AI tools to streamline administrative processes, support educators, and help learners engage with technology in a thoughtful and ethical way. My work focuses on using AI where it adds value — not complexity.
Automated Report Generation (OpenAI API)
I built a custom tool that uses OpenAI’s API to generate student reports from structured staff input. The tool produces consistent, human-readable summaries aligned with institutional tone and formatting. It has reduced report-writing time and improved consistency across teaching teams.
AI Literacy for Students
I created a short, student-facing video introducing responsible uses of AI for idea generation, language feedback, and planning. The video emphasizes academic integrity and is aimed at EAP learners using tools like ChatGPT.
Materials Development with AI
I regularly use AI to accelerate materials development — from prototyping vocabulary exercises to adapting tasks across CEFR levels. This speeds up content creation while keeping instructional design and learning outcomes at the centre.