I Built NextProof Because Resume Match Scores Weren't Enough

Description and use

NextProof is a resume‑analysis tool that uses Gemma to compare a resume with a job description and provides structured feedback on strengths, gaps, and next steps.

Problem

Job descriptions often require a mix of skills, and keyword‑matching resume tools fail to show whether a candidate’s experience actually satisfies those requirements.

Outcome

NextProof delivers a structured resume‑job analysis that highlights strengths, gaps, and next steps, improving the clarity of applicant‑recruiter communication.

Workflow

• Upload resume (PDF/DOCX)
• Paste job description
• Validate inputs (file type, size, text extraction)
• Extract resume text (pdf-parse or mammoth)
• Send resume text + job description to Gemma via Google Gen AI SDK
• Parse and validate model output
• Structure analysis into assessment, strengths, gaps, next steps
• Store feedback in Supabase
• Display results to user

Evidence

NextProof is an AI‑powered resume analysis tool that compares your resume with a job description and helps you understand the relationship between the two.

Source

The application uses the Google Gen AI SDK to access hosted Gemma inference. The API key stays on the server instead of being exposed in the browser.

Source

I deliberately left authentication out of the current version.

Source