modules/profile_matcher.py

from transformers import pipeline

def match_profiles(resume_text, job_description):
    classifier = pipeline("zero-shot-classification", model="facebook/bart-large-mnli")
    result = classifier(resume_text, candidate_labels=[job_description])
    return result['scores'][0] > 0.7