AI-Based Automated Resume Screening for HR & Recruitment

We developed an AI-based resume screening systemthat: 

1. Extracts & Analyzes Resume Data
   – Uses OpenAI GPT-4 and LangChainto process resume text, skills, work experience, and qualifications.
   
   – Applies Scikit-learn’s NLP algorithmsto compare resumes with job descriptions.
   
2. Filters & Ranks Candidates Based on Relevance
   – Uses similarity scoringto match candidates with job roles based on keywords, experience, and competencies. 
   
   – Elasticsearch enables fast retrievalof resumes from large applicant databases.
    
3. Ensures Bias-Free Candidate Shortlisting
   – AI removes identifiable demographic data(e.g., name, gender, age) to reduce hiring biases. 
   
   – Provides objective rankingto promote diversity & inclusion.
   
   
4. Integrates Seamlessly with HR Systems
   –  Connects with Applicant Tracking Systems (ATS)for automated workflows. 
   
   – Generates customized reports & candidate insightsfor HR teams.