Project← selected work
AI Resume Screener
A resume screener that uses AI to analyze resumes and provide feedback. BERT model is used for the analysis and spacy for text processing.
Overview
The AI Resume Screener leverages advanced machine learning models to provide intelligent resume analysis. Using BERT for natural language understanding and spaCy for text processing, it offers detailed feedback on resume quality and job fit.
Key Features
- AI-powered resume analysis
- Skill matching with job descriptions
- Detailed feedback generation
- Resume improvement suggestions
- Bulk resume processing
Stack
frontend
React.jsTailwind CSSRedux
backend
PythonFlaskBERTspaCy
database
MongoDBRedis
Challenges & Solutions
- Training the BERT model for specific resume contexts
- Optimizing processing time for large documents
- Ensuring accuracy in skill extraction
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