A/O level students needed personalized exam preparation and progress tracking tools.
Conducted 30+ teachers/student interviews and competitor analysis; designed student experience and MVP for personalized learning.
Handed off design for development in 3 weeks — reduced MVP delivery timeline from 1 year to 1 month for client. Assisting in scalable digital distribution framework for user acquisition.