For creative, future-oriented solutions like CreatiBot, I apply design thinking to frame problems and prototype learner-centered pathways.
Empathy & Define – Learner personas, problem identification
Ideate & Prototype – Visual flowcharts, scenario-building
Test & Iterate – Early feedback leading to design refinements