This paper models the working of Machine Learning algorithm to detect errors from a given sentence or a paragraph. When the user input the text then it highlight the error in the text. The database contains the correct words which we generally use in English language. The errors are checked in the database and then it returns the correct word for the highlighted error. It also highlight the corrected word in the corrected text so that the user will understand the mistakes. At last we get the corrected text.The types of error which can be in a sentence written in an English language are spelling, misused, split and merge, subject verb agreement, common and proper, double words, comparative superlative, indefinite article, definite article, plurality, pronouns, consecutive nouns and tenses.We developed this software because we saw that it is needed by most of the people because when we write long essays then it is very difficult to find the mistakes. So in order to save the time we created this software. With the help of this software students will save there time. Mostly people make a lot of mistakes while writing essay or resumes. Our software will benefit students as well as a working professional. With the help of our software students can can easily find out the errors they generally commit while writing an essay or any paragraph. It will also help them to improve there writing capability. Freshers or working people who need to write resumes can use our software as it will help them to write there resumes without any error. Our main purpose is to help more and more people to write error free sentences or paragraph. Our software is user-friendly. So it can be used by any age group people. Software which are available in the market, charges a lot in order to correct the sentences. We are providing this for free to help students for their betterment

Keywords : Spelling Corrector, Punctuation Corrector, Grammar Checker, Google Collab, Python