One decision at a time
Subject and level are grouped into a single focused start state instead of exposing the complexity of the generation system.
Learning · Adaptive product2024Product design · Front-end · AI integration
StudySpark
Adaptation only feels intelligent when the interface remains simple.
A personalized quiz experience designed to make the next study action feel obvious, focused, and achievable.
01 / Challenge
What needed to become clear.
Personalized learning can quickly become configuration-heavy. The product needed to collect enough context to generate a useful quiz while keeping the first interaction calm and approachable.
- 01AI-generated question flows
- 02Different subjects and levels
- 03A journey that must work across desktop and mobile
02 / Decisions
The product logic behind the interface.
Calm before adaptation
A quiet visual hierarchy gives the adaptive engine room to become more complex only after the learner starts.
Progress belongs to the learner
The product model centers review paths and performance gaps rather than presenting AI as the main event.
03 / Architecture
A visible path through the system.
Subject and difficulty context
AI-assisted quiz creation
Firebase-backed progress and review data
Next.js and React responsive experience
04 / Outcome
The prototype established a straightforward entry point for an adaptive learning loop, from quiz setup to targeted review.