Applied AI · AX Product Engineer

I began my career in architectural design. Now I build AI products.

I identify high-impact problems in recurring real-world work, then translate expert review criteria into prompts, business logic, and validation rules. I design not only for successful generation, but also for failure handling and human re-review. Today, I am the first dedicated digital and AI transformation engineer—and the only in-house developer—at an architectural design firm of about 100 people.