An end-to-end NLP pipeline for MBTI personality prediction from text, covering preprocessing, TF-IDF baselines, Word2Vec, SBERT, LSTM/BiLSTM with Attention, and BERT fine-tuning. Handles class imbalance, adds LIME/SHAP insights and ships handy visuals