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Problem Statement

Evaluate the resume of the candiated to find the best fit, with less effort and in minimal time

About

In todays era evaluating resume is a wholesome task in itself, with alot amount of jobs and its applicatiants with resume. So this is a project to simplify this task and reduce human efforts by automating it.

Method to reproduce

1. Preprocessing

  • Stop words removal
  • Stemming
  • Lemmatization
  • Mask string fragments like \x
  • Mask string fragments for escape sequences like \a, \b, \t, \n
  • Mask all numbers & email addresses
  • Removal of all the single letter words with an empty string

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