Resume Ranking Using ML and NLP

Abstract: Using NLP(Natural Language Processing) and ML(Machine Learning) to rank the resumes according to the given constraint, this intelligent system ranks the resume of any format according to the given constraints or the following requirement provided by the client company. We will take the bulk of the input resume from the client company and that client company will also provide the requirements and the constraints according to which the resume should be ranked by our system. Besides the information provided by the resume, we are going to read the candidate's social profiles (like LinkedIn, Github, etc) which will give us more genuine information about that candidate.

Keywords: Resume, ML, NLP