ScaleYou
My Role
Product Designer
Team
CEO, CTO, Dev, 1 Designer
What did I do?
They are flying blind between major exams.
Education in Tier 2 cities often operates on traditional rails. Students take offline tests using OMR sheets, and the feedback loop is incredibly limited. Detailed performance analysis is practically non-existent.
Typically, a student only learns their total positive and negative marks. There is no question-by-question breakdown, no insight into conceptual weaknesses, and no strategic guidance on how to improve.
Fig 01 — Early conceptual mind map
The Sprint
1 month (not to scale)
A rough visual representation of the whole process from inception till measurement
How can product come into picture?
The product intervention wasn't about changing how they took the test—it was about changing what happened after. By acting as the bridge between offline testing and digital analytics, we could provide personalized, granular feedback at scale without disrupting the institutions' existing workflows.
User Validation
We couldn't design this in a vacuum. We went straight to the source, speaking with both the students desperately needing feedback and the educators overwhelmed by manual grading. What we found completely shaped our UI priorities.
What motivates you most after a test?
How do you prefer to see your performance metrics?
What device do you use to access study material?
How much time do you spend reviewing mistakes?
Would you share your test score among friends?
What's the hardest part about paper tests?
Student Flow
Teacher Flow
Interesting insights
After we have talked to enough people, we had made three buckets. This was crucial for the next part of the strategy.
PERSONAS BASED ON USER CONVERSATIONWants to know their exact rank among peers immediately.
Needs a question-by-question breakdown of their mistakes.
Emotionally invested in score variance.
Just wants to verify they passed the baseline cutoff.
Only checks metrics if prompted by a competitive friend.
Not emotionally invested entirely.
Doesn't have time to learn a new complex software.
Wants to upload a spreadsheet and get instant charts.
Needs to identify the weakest concepts of the entire class.
The Impact
These are some of the success metrics, where the north star is incremental optimization. While I cannot share the exact numbers publicly for confidentiality reasons, the platform successfully bridged the offline gap for thousands of students, turning opaque testing into actionable growth data.