I developed ScholarScore, a live AI-assisted platform that gives students structured, ethical feedback on scholarship essays without rewriting their work or replacing their authentic voice.

I designed the complete review experience around the way scholarship committees evaluate essays. Each submission receives a readiness assessment, five-category score snapshot, first-impression analysis, identified strengths, specific improvement opportunities, reviewer takeaways, a final submission checklist, and personalized encouragement.

The project required product strategy, prompt and guardrail development, user-experience design, subscription and authentication workflows, responsive interface development, error handling, PDF export, analytics integration, and live deployment.

ScholarScore is designed to help students understand how their writing may be received and make stronger revision decisions while maintaining full ownership of their stories.