Value: Allows the user to extract key information from resumes/CVs in pdf and png formats.
Approach:
Two approaches are tested:
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A simple approach using regex to extract: name, email and phone number
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A more complex approach using a QA model from Hugging Face to extract: name, email and phone number, univeristy, degree type, degree course, job title
Run the main.py script
- Extract text via pre-defined lists & keywords, NER, fine-tune models, mix of techniques, more advanced LLMs
- Look into extracting multiple job titles, job synopsis, hobbies, skills etc