Skip to main content

CV Builder Integration with CV Extraction

Summary​

Successfully integrated the CV builder with the CV extraction system, allowing seamless data flow from candidate/jobseeker CV extraction to a professional CV builder interface.

Key Components Implemented​

1. CVBuilderContext (/contexts/CVBuilderContext.tsx)​

  • Purpose: Centralized state management for CV builder data
  • Features:
    • Auto-loading from extracted CV data
    • Data persistence via localStorage
    • Smart data mapping from extraction format to CV builder format
    • Type-safe context with helper functions

2. Enhanced CV Builder (/app/(shared)/cvbuilder/page.tsx)​

  • Purpose: Professional CV template that displays extracted data
  • Features:
    • Dynamic content from CVBuilderContext
    • Auto-filled indicator for extracted data
    • Real-time data updates
    • Professional layout with sidebar and main content areas

3. Candidate Add Integration (/app/company/candidates/candidateAdd.tsx)​

  • Purpose: CV extraction in company candidate management
  • Features:
    • "Open in CV Builder" button after successful extraction
    • Opens CV builder in new tab with extracted data
    • Seamless workflow from extraction to CV creation

4. Job Seeker Onboarding Integration (/app/onboarding/jobseeker/steps/UploadCvStep.tsx)​

  • Purpose: CV extraction in job seeker onboarding
  • Features:
    • Enhanced success message with extraction details
    • "Open in CV Builder" action button
    • Professional CV creation option during onboarding

Data Flow​

CV Upload → AI Extraction → Auto-fill Forms → CV Builder Navigation
  1. Upload: User uploads CV (PDF, DOC, DOCX, TXT)
  2. Extract: AI processes CV and extracts structured data
  3. Auto-fill: Forms are automatically populated
  4. Navigate: User can open CV builder with extracted data
  5. Build: Professional CV is generated with extracted content

Data Mapping​

Personal Information​

  • firstName, lastName, email → Direct mapping
  • portfolioLink → portfolio
  • linkedinLink → linkedin
  • experiences[0].jobTitle → title
  • description → description

Skills​

  • Extracted skills with proficiency levels
  • Converted to percentage format (0-100)
  • Proficiency mapping:
    • Expert → 100%
    • Advanced → 80%
    • Intermediate → 60%
    • Beginner → 20%
    • Years experience → (years × 20, max 100)

Experience​

  • jobTitle, company, experience → Direct mapping
  • Date formatting: "MMM YYYY – MMM YYYY" or "MMM YYYY – Present"
  • Support for multiple experiences

Education​

  • title → degree
  • institute → institution
  • Date formatting consistent with experience

User Experience​

For Company Users (Candidate Add)​

  1. Upload candidate CV
  2. Review auto-filled form
  3. Click "Open in CV Builder" to create professional CV
  4. Save candidate with extracted data

For Job Seekers (Onboarding)​

  1. Upload CV during onboarding
  2. See extraction summary with data counts
  3. Continue with onboarding OR open CV builder
  4. Create professional CV alongside profile setup

Technical Features​

State Management​

  • React Context for CV builder state
  • localStorage persistence
  • Automatic data loading from extraction
  • Type-safe interfaces
  • Opens CV builder in new tab
  • Preserves current workflow
  • Clear user feedback with toasts
  • Seamless data transfer

Error Handling​

  • Graceful fallbacks for missing data
  • Clear error messages
  • User-friendly validation

Build Status​

✅ Build Successful - All TypeScript errors resolved ✅ Linting Passed - Code follows project standards ✅ Type Safety - Full type coverage implemented

Future Enhancements​

  • PDF export functionality
  • Multiple CV templates
  • Real-time collaboration
  • Direct sharing capabilities