Personality Prediction - From CV/Resume

## Personality Prediction - From CV/Resume

A system that predict the personality of a person with O-C-E-A-N values from user's resume.

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| Field | Description |
| ------ | --------------------------------- |
| About | Predicting personality from a user's resume, thus saving hours of time of recruiters|
| Github | Atri Chatterjee1 |
| Email | chesslover.201@gmail.com |
| Label | Project Request |

[Atri Chatterjee](https://github.com/AtriChatterjee1)
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- [ ✔️ ] GSSOC Participant
- [ ] Contributor

# Project Name

## Description

The project has developed a system that utilizes various factors such as gender, age, openness score, conscientiousness score, extraversion score, agreeableness score, neuroticism score, and experience to make predictions about individuals' personalities. This system extracts relevant information from CVs/resumes and presents it on a result page. Logistic regression is employed to train the model, and the parsing of resume information is achieved using the pyresparser module, which is built using the nltk and spaCy modules in Python.

## Scope

This system can be used in many business parts/areas that may require expert candidates. This system will reduce the workload of the Hiring Managers and help them (related to workers in general) to select the right candidate for the desired job profile, which in turn provides the expert (all the workers in a company or country) for the organization. Admin can easily shortlist a candidate based on their personality scores and select the appropriate candidate for a particular job profile

## Timeline

[Start Date - When Assigned
End Date- 31 st July]