Paste a job description and get biased or exclusionary phrases flagged with fixes
Beginner8h1–2
LLMNext.jsTailwind
17/20AI Resume Screener
Turns hours of resume screening into a ranked shortlist in minutes.
Beginner24h1–3 people17/20 fit
Build AI Resume Screener for recruiters and small hiring teams in ~24h with 1–3 people. Stack: Next.js + OpenAI API + Tailwind.
Why it wins: Judges instantly understand the pain. The demo is fast, visual, and useful.
Build flow
01 · Problem
A recruiter gets 80 resumes for one role. Most don’t match the job. Manually reading them takes half a day.
02 · Solution
Upload the job description and a folder of resumes. The tool scores each one, highlights missing skills, and ranks the best matches.
03 · Build
- 1Parse resumes to text
- 2Compare with the job description
- 3LLM scores + explains gaps
- 4Ranked dashboard UI
04 · Demo
Show 5 resumes → instant ranked list with scores and gaps. Open one and show the match explanation.
MVP checklist
- Upload JD + resumes
- Match score per resume
- Missing-skill highlights
- Ranked shortlist
Tech stack
| Tech | Role | |
|---|---|---|
| Next.js | Frontend + API routes | Web |
| OpenAI API | LLM API | AI |
| Tailwind | Styling | Web |
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