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AI Optimization

Your resume, rewritten by AI to maximize match scores — without losing your voice. A multi-stage pipeline with 7 quality filters ensures every optimization is accurate and authentic.

How It Works

01

Analyze the Gap

The optimizer compares your resume against the job description, identifying missing keywords, weak bullets, and structural issues.

02

Rewrite with AI

Google Gemini rewrites your bullets to incorporate missing skills and quantified achievements — while preserving your authentic voice.

03

Validate Quality

7 independent filters check every iteration: keyword density, ATS compatibility, content length, vector similarity, hallucination detection, and more.

04

Iterate Until Optimal

The optimizer runs multiple rounds, improving the score each time. You see real-time streaming progress as filters pass one by one.

Multi-Iteration

Runs up to 5 optimization rounds, improving with each pass

Configurable

Adjust target score, max iterations, and which filters to enforce

Hallucination-Free

Dedicated filter prevents the AI from inventing experience or skills

7 Quality Filters

Every optimization pass is validated by all filters before proceeding.

Keyword Match
98%
ATS Review
95%
Content Length
92%
Vector Similarity
88%
AI Content
94%
Hallucination
97%
JSON Validator
100%