AI Resume Keyword Tailoring & ATS Scoring
Semantically optimize your work history against any job description with instant 0-100 match scoring.
How to Use (Step-by-Step Guide)
Enter or Load Resume Information
Open the Resume Builder at /app and enter your work experience, education, and technical skills, or click 'Demo: Full Stack' to load a sample.
Paste the Target Job Description
Click the 'AI Tailoring' tab on the left sidebar and paste the full job post (responsibilities, required skills, and qualifications).
Run AI Tailoring
Click 'Tailor with AI'. The Google Gemini Flash model extracts high-yield keywords, calculates semantic density, and restructures bullet points using the STAR methodology.
Inspect ATS Match Score & Keyword Density
Review the computed 0–100 ATS Match Score. Green badges indicate verified keyword matches, while amber badges highlight suggested terms to add.
Plan Quotas & Allocations (Live Database Settings) Enforced Server-Side
2 Tailored runs per day (Resets at 00:00 UTC)
Unlimited AI Tailoring runs (Zero daily throttles)
Unlimited + Priority AI Queue (Sub-second processing)
Enforced server-side via `check_daily_ai_quota` in FastAPI. Excess requests return HTTP 402 with upgrade details.
Zero Retention: Resume text and job descriptions are processed in memory and never used to train foundational AI models.
Paste the entire job post including soft skills. The model balances technical keywords with leadership action verbs for optimal ATS passing.