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Product
PolishMyCV
AI-powered CV improvement tool that gives job seekers actionable feedback.
The problem
Most job seekers don't know why their CVs aren't getting callbacks. Generic advice doesn't help. They need specific, role-aware feedback on their actual document.
The solution
Built a web application that accepts a CV and target role, then uses LLMs to provide structured, actionable improvement suggestions — not generic tips. Focused on making AI practically useful for a real job-seeker problem.
My role
Product design, full-stack development, AI integration, and deployment.
Outcome
Live product demonstrating practical AI application. Shows product thinking beyond just plugging in an API — structured prompting, clean UX, useful output.
Technology
Next.jsTypeScriptOpenAI APITailwind CSSVercel
Content needed from Simon
- ›SIMON: What is the live URL for PolishMyCV?
- ›SIMON: Which LLM provider are you using?
- ›SIMON: Any usage numbers or user feedback you can share?
- ›SIMON: What was the hardest part of the AI integration?
- ›SIMON: Screenshot of the product?