I design complex systems, AI-enabled workflows, and enterprise products that need to feel simpler than they are

I was trained to think in layers, relationships and human flow. I apply that lens to digital products shaped by constraint, ambiguity and real-world use.

  1. WorkSelected case studies + earlier work
  2. How I thinkCities, systems, one flow at a time
  3. ResumeExperience and capabilities