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AI-Assisted Code and UI Review Workspace

Code Eval AI

An evaluation workflow that combines AI-generated analysis, structured scoring, and reviewer-friendly UX for assessing code submissions and interface quality.

Code Eval AI screenshot 1Code Eval AI screenshot 2

Project Overview

What this project demonstrates

Demonstrates how AI feedback and product design can work together in a more structured engineering review flow.

Engineering Highlights

  • + Connected AI-backed analysis to predictable scoring and review outputs.
  • + Designed a workspace that makes structured feedback easier to read and act on.
  • + Used PostgreSQL and Prisma to manage submission state and persistence.

Why it matters

I use projects like this to sharpen the same skills I rely on in production work: clear workflows, maintainable implementation, thoughtful UI, and backend choices that can grow with the product.