LogLLM is an end-to-end NLP pipeline that fine-tunes DistilBERT with PyTorch and Hugging Face to classify system logs into INFO, WARNING, and ERROR. Includes data preprocessing, model training, evaluation with metrics, visualizations, and a CLI inference tool.