Good ideas deserve
to become useful learning.
I help school leaders give their teams a shared process for multilingual lesson design—and help consultants turn their expertise into workshop materials without doing all the production themselves.

Choose the work you need.
CODE: Design Before You Generate
Your teachers have AI tools. CODE gives them a shared process for deciding what support multilingual learners need—and how to see what they understand.
A 90-minute working session using a real lesson, with purposeful supports and shared questions for planning and coaching.
Workshop Ready
Your next workshop shouldn’t take over your workweek. I develop clear structure, purposeful visuals, participant resources and facilitator notes from your existing content.
Start with one focused section or a coordinated package. You provide the expertise. I create the agreed 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.