TrueFit-AI
Offline AI-powered candidate ranking system evaluating 100,000 profiles and retrieving the top 100 candidates for a Senior AI Engineer role under CPU-only constraints. Built a multi-stage ranking pipeline using structured profile scoring, TF-IDF text relevance, behavioral signals, and honeypot detection. Processed 100,000 profiles in under 50 seconds and generated explainable score-based rankings.