Four systems, each shaped by a different kind of pressure.

Topperly is a student-first learning system for turning academic pressure into a clearer loop of planning, practice, revision, resources, and mock testing.

Project GRID is a youth-led innovation ecosystem helping students move from meaningful public problems to practical, tested solutions.

Aestrum is product, interface, and automation work focused on making digital systems clearer, more intentional, and easier to trust.

Oroscan is an early oral-screening prototype that introduced me to clinical-context constraints, careful claims, and the difference between a compelling demo and validated healthcare technology.