This project uses the ANTLR tool to convert .brf files containing MathML ASCII code into pure MathML. ANTLR generates several files by taking the NB.g4 grammar file as a parameter. The project also explores using optical character recognition to convert Braille images to text, with one tool able to convert images and PDFs to text files with 95% accuracy using pre-trained data files for languages like English, Dutch, and Spanish. The process for adding new language data files is described.