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PH Reviewer Center — Civil Service Reviewer

I built a learning and assessment platform serving roughly 14,000 registered users, with mock exams, AI question correction, and progress tracking.

My role: Full Stack Architect & Lead Developer

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The problem I faced

I needed to give examinees realistic practice and useful feedback without making every question depend on an instructor’s review.

My approach

I built a learning and assessment platform serving roughly 14,000 registered users, with mock exams, AI question correction, and progress tracking.

Architecture decisions

Architecture & Scaling

I built the React/Vite reviewer around Supabase-backed accounts and learning records. The roughly 14,000-user figure is a registered-user count, not a concurrent-load benchmark.

AI-Assisted Assessment

I structured the prompt pipeline around rubric points so students receive explanations tied to the assessment criteria. I use guardrails to constrain responses; they do not guarantee error-free grading.

What I delivered

  • I built for ~14,000 registered users
  • I structured the app with React and Vite
  • I applied Supabase row-level access rules
  • I integrated AI question correction
  • Acquisition status: Pending

Technology and methods

  • React
  • Vite
  • Supabase
  • PostgreSQL
  • Tailwind CSS