DesigningLearning.

AutomatingWork.

I sit at the intersection of learning design and automation. I believe training shouldn't be boring, and workflows shouldn't be manual.

With a background in instructional design and a passion for AI tools, I help startups and agencies build learning systems that stick — and automations that save real time.

Every project starts with a question: what does the learner actually need? The answer usually isn't more content — it's better structure, smarter interaction, and systems that work without constant babysitting.