I design structured professional education programs and materials for legal and medical audiences, including accredited CPD programs and medical education initiatives.

My professional education work applies the same interpretive discipline that governs my client-facing writing: learning objectives must be clearly defined, evidence must be accurately represented, and scope must be calibrated to the intended audience.

I also publish original analysis on professional education practice, including the quality and governance challenges of AI-assisted CPD production—drawing on the same interpretive framework that governs client engagements.