OmarNouih/SmartRecruit_LLM
RucRut is an AI-powered recruitment system that streamlines the hiring process by automatically generating interview questions, evaluating candidate responses, and providing real-time feedback. It leverages Natural Language Processing (NLP) to enhance recruitment efficiency for job providers and candidates.
Built on Flask with SQLAlchemy and MongoDB backends, the system integrates Hugging Face Transformers and Sentence Transformers for CV parsing and semantic matching of candidate qualifications to job requirements. Beyond question generation and scoring, it provides job providers with analytics dashboards (candidate distribution, performance comparisons) and uses PDFPlumber for automated CV extraction, creating a dual-sided platform that reduces recruiter bias through standardized AI evaluation.
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Sep 05, 2024
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