CloudResume+

CloudResume+ is a web app that lets users upload a résumé and a job description to receive GPT-powered feedback, skill gap analysis, and tailored bullet points that better match the role. :contentReference[oaicite:0]{index=0}

What it does

• Résumé feedback: clear, actionable suggestions to improve clarity, impact, and relevance
• Skill gap analysis: identifies missing skills/keywords and what to emphasize
• Tailored bullet points: rewrites or generates bullets aligned to the job description
• One-minute demo-friendly: drop in your résumé + a job post and instantly show value

How it works

1. Upload résumé + paste/upload a job description
2. Backend parses and normalizes content (sections, skills, experience)
3. A prompt pipeline runs:
   • extract keywords, responsibilities, and required skills
   • compare résumé vs JD to compute gaps and match signals
   • generate feedback + role-aligned bullets with metrics and strong verbs
4. Store results for history and repeat comparisons

Tech stack

• Frontend: Next.js 14 + Tailwind (Vercel)
• Serverless: AWS Lambda (Node or Python)
• API: API Gateway
• Storage: Amazon S3 (résumé PDFs)
• Database: DynamoDB (parsed résumé + analysis history)
• AI: OpenAI GPT (API integration)
• Auth (optional): Amazon Cognito

Getting started

Prerequisites

• Node.js 18+ (or 20+)
• An OpenAI API key
• AWS account (for S3/Lambda/API Gateway/DynamoDB)

Install

npm install