Good ideas deserve
to become useful learning.
I help educators design for multilingual learners—and help consultants turn their expertise into workshop materials people can use.

Choose the work you need.
CODE: Design Before You Generate
A practical 90-minute team workshop for designing AI-supported lessons with language, rigor and multilingual learner access in mind.
Bring a lesson. Use a clear method. Leave with a draft you can refine for your students.
Workshop Ready
Your existing expertise, developed into a coordinated workshop deck, participant resources and facilitator notes.
You provide the subject knowledge. I create the learning materials. You deliver the session.
Clarity before creation.
Purpose in every piece.
A polished slide is only useful if it helps someone understand, practice or act. My work begins with the learner and the task.
What needs to happen?
We identify what people need to understand or do, what might get in their way, and what support will help them participate.
What will make it usable?
Then we build a clear sequence, purposeful activities and materials that make the next step easier to take.
Where does judgment belong?
AI can assist the work. Decisions about accuracy, access and quality remain human responsibilities.
An educator who enjoys making the work teachable.
My background spans classroom teaching, multilingual education, faculty support and educational leadership. I bring that experience to the practical work of helping people learn.
Start with a real need.
A lesson your team wants to improve. A workshop your business needs to deliver. Existing content that needs a clearer structure.
Tell me what you are working on, who it is for and when you need it.