Built an end-to-end ML-powered resume classifier to match candidates with optimal job roles. Engineered an ensemble model (Random Forest, Gradient Boosting, SVM, Logistic Regression) and applied TF-IDF with n-gram analysis and skill weighting for precise feature extraction and technical competency mapping.