Resume Screener
hr_innovationsPROPre-screen resumes by role fit without reading personal details.
📄 pdf📊 office
8.7K downloads
32 stars
1 month ago
Description
Screen resumes for role fit using privacy-preserving classification.
This model identifies relevant experience and skills without accessing personal information.
Created by hr_innovations with a focus on bias-aware classification.
Quick Start
Install via CLI:
veriafy pull community/resume-screenerUse in Python:
from veriafy import Veriafy
client = Veriafy()
result = client.classify("document.pdf", model="community/resume-screener")
print(result.categories) # Classification results
print(result.confidence) # Confidence scoreClassification Categories
strong_fitStrong match for role requirements
potential_fitPotential match, needs review
not_fitDoes not match requirements
Benchmarks
91.5%
Accuracy
90.8%
Precision
92.1%
Recall
91.4%
F1 Score
Model Information
- Version
- 0.7.1
- Size
- 38 MB
- License
- MIT
- Created
- August 2024
- Updated
- 1 month ago
Requirements
- CPU
- 2 cores
- RAM
- 2 GB
- GPU
- Not required
Tags
hrrecruitmentdocuments