Resume Screener

API Settings

API Base URL Use http://localhost:5000 when running locally.

Input

Resume

Load file

0 chars

Job Description

Load file

0 chars

You can load .txt files directly. .docx is supported in modern browsers.

Scoring Options

Method LSA uses a lightweight latent semantic space (SVD) for slightly broader matching. Section-aware scoring Scores job similarity against common resume sections (skills/experience/projects) and combines them. Must-have keywords Missing items reduce the score. Must-have penalty

5

Points removed for each missing must-have keyword. Nice-to-have keywords Matched items add a small bonus. Nice-to-have bonus

1

Points added for each matched nice-to-have keyword.

Results

Overall Score

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Cosine Similarity

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Method

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How to read these results

Matched Keywords

Missing Keywords

Must-have

Matched

Missing

Nice-to-have

Matched

Missing

Section Scores

Resume Improvement Checklist

Keyword tip

Click a keyword chip to see a suggestion.

API Settings

Input

Resume

Job Description

Scoring Options

Results

How to read these results

Recommendations

Matched Keywords

Missing Keywords

Must-have

Nice-to-have

Section Scores

Resume Improvement Checklist