Full-Length Exams:
Scaling Assessments Across Districts
Designed the complete end-to-end AP-style exam experience — from scheduling and district-wide monitoring to realistic student simulation and modernized faculty scoring.
My Role: Lead UX & UI Designer
Timeline: May 2025 - Jul 2025
Tools Used: Figma
Project Summary
The Problem
Districts needed digital AP-style exams but workflows were fragmented and outdated. Existing systems lacked realistic exam simulation, flexible scheduling, and modern scoring interfaces.
The Solution
I created the complete exam lifecycle design: scheduling, timed sections, monitoring, student simulation (mimicking real exam conditions), and reporting dashboards. I also redesigned Free Response Question (FRQ) scoring, modernizing an outdated system to make evaluation faster and more intuitive.
The Impact
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↓ Decreased admin overhead by 15% (hours saved per exam cycle)
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↑ Increased student completion rates by 9%
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↑ Increased teacher satisfaction with scoring tools by 25%
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Established a scalable template for district-wide digital assessments
Context & Problem
District administrators needed to administer full-length AP-style practice exams digitally — complete with timing, monitoring, and performance reporting.
Problems included:
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Fragmented workflows: Scheduling, proctoring, and reporting happened in separate tools.
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Poor student experience: No digital flow replicated the actual feel of taking the AP exam.
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Outdated scoring: Free Response Question scoring tools were slow, unintuitive, and caused teacher frustration.
My Role & Responsibilities
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Lead UX Designer responsible for exam workflows end-to-end.
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Mapped multi-role flows (admin, teacher, student).
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Collaborated with PMs, engineers, and district faculty to validate requirements.
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Documented exam question types and designed new FRQ scoring interfaces
Core Challenge:
How to design a realistic exam simulation and a streamlined multi-role workflow that worked at scale, before the school year started.
Design Process & Iteration
Research & Insights
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Admins: Needed consolidated scheduling + monitoring to reduce overhead.
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Teachers: Wanted clear reporting and simpler FRQ scoring.
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Students: Wanted practice that “felt like the real exam.”
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Key Insight: Success depended on end-to-end orchestration — not just one feature, but a unified flow across all roles.
Process
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Designed timed section flows with automated transitions (simulating real AP conditions).
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Prototyped student exam interface with realistic question navigation and timer.
Redefined Flow
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Documented all AP question types (MCQ, FRQ) to ensure complete coverage.
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Redefined FRQ scoring flow → simplified grading actions, inline comments, and batch navigation.
Final Solution
Admin & Teacher Dashboards: Central scheduling, monitoring, and live progress tracking.
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Student Experience: Full simulation of AP exam — timed sections, clear navigation, question types.
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Reporting: Class + individual performance metrics with drill-down insights.
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FRQ Scoring Redesign: Modernized interface with intuitive scoring actions, streamlined workflows, and reduced friction.
Outcome & Impact
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↓ Decreased admin overhead by 15% (hours saved per exam cycle)
-
↑ Increased student completion rates by 9%
-
↑ Increased teacher satisfaction with scoring tools by 25%
-
Established a scalable template for district-wide digital assessments
Reflection & Next Steps
Lesson Learned: Large-scale assessment design must balance realism for students, efficiency for admins, and usability for teachers.
Next Steps
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Expand exam simulation to additional subjects beyond AP.
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Add AI-assisted scoring recommendations for FRQs (with teacher override).
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Integrate predictive analytics to help teachers identify at-risk students sooner.
This project proved the power of UX leadership in orchestrating multi-user, enterprise-scale workflows — delivering clarity and realism across the entire exam lifecycle.