Case Study — 2024
An intelligent resume builder that uses GPT-4 to generate tailored resumes and cover letters in under 60 seconds.
The Problem
Job seekers spend 3-5 hours crafting each resume. Self-written resumes often fail ATS screening. Writing unique cover letters for each application is exhausting.
The Solution
AI-powered generation that understands context and optimizes for success.
GPT-4 creates tailored, professional content based on your experience and target role
Automatic keyword extraction and formatting that passes automated screening systems
Context-aware cover letters that match job descriptions and company culture
Pixel-perfect PDF and DOCX output with 10+ professional templates
Architecture
Example-based prompting for consistent quality
Step-by-step reasoning for complex content
Dynamic context from user data
JSON responses for reliable parsing
System Design
Prompt Engineering
const prompt = buildPrompt({
role: userRole,
experience: userExp,
skills: extractedSkills,
targetJob: jobDescription
});Keyword Extraction
const keywords = await extractKeywords(jobDesc); const optimized = matchKeywords(resume, keywords);
Document Generation
const doc = await render({
template: selected,
data: resumeData,
format: 'pdf' | 'docx'
});Features
GPT-4 powered resume generation with industry-specific optimization
Personalized cover letters that match job descriptions automatically
10+ professional templates optimized for ATS compatibility
Real-time preview with instant PDF/DOCX export
NLP-powered keyword extraction from job postings
Smart suggestions for skills and experience descriptions
Impact
Processing 500+ documents monthly with an average generation time of 60 seconds, achieving 95% user satisfaction.
Get in Touch