> Redaction of sensitive information in '.txt' and '.md' files. > Sentence tokenization of text data. > Entity recognition to identify Person, GPE and Organization using NLTK and Spacy. > Rule based techniques to include outlier cases where enitites are not identified using Spacy and NLTK.