Personality prediction system through Machine learning

Project Title

Personality prediction system through Machine learning

Project Area of Specialization Artificial IntelligenceProject Summary

The personality predictino project will enable a more effective way to short list submitted candidate CVs from a large number of applicants providing a consistent and fair CV ranking policy, which can be legally justified. System will rank the experience and key skills required for particular job position. Than system will rank the CV’s based on the experience and other key skills which are required for particular job profile. This system will help the HR department to easily shortlist the candidate based on the CV ranking policy. This system will focus not only in qualification and in experience but also focuses on other important aspects, which are required for particular job position. This system will help the human resource department to select right candidate for particular job profile, which in turn provide expert workforce for the organization.

Project Objectives

The objectives of the project are as follows

Select some of the formats which will be followed and generalized for the understanding of the CV. 

Formulate the rules and the fuzzy logic to identify and represent the data. 

Data collection so that the system may work on real data or real CVs

trainign of the systems on machine learning algorithms 

testing and integration of the results. 

Project Implementation Method

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Features:

• This system will automatically determine the key skill characteristic by defining each expert's preferences and ranking decisions.
• The presented system automates the processes of requirements specification and applicant's ranking.
• The proposed system produces ranking decisions that were relatively highly consistent with those of the human experts.
• This system will enable a more effective way to short list submitted candidate CVs from a large number of applicants providing a consistent and fair CV ranking policy.

• We use neural network
• System will assign weight age for each requirement
• Resume will be shortlisted based on overall weight age

Benefits of the Project

• This system can be used in many business sectors that may require expert candidate.
• This system will reduce workload of the human resource department.
• This system will help the human resource department to select right candidate for particular job profile, which in turn provide expert workforce for the organization.
• Admin or the concern person can easily shortlist a candidate based on their online test marks and can select an appropriate candidate for desired job profile.
• This system can be used in many organizations in order to shortlist expert candidate.

Technical Details of Final Deliverable

Modules:

The system comprises of 2 major modules with their sub-modules as follows:

Admin:

• • Login: Admin need to login with its valid credentials to access the below modules.
  • Add Personality Questions: Here, admin can add all the personality related questions.
  • Add Aptitude Questions: Admin can add aptitude questions of three subject as English, math’s and programming with its respective four options.
  • Add Job Details: Admin or any authorized person can add the requirement or job details on behalf of company. System allows admin to job details such as position, experience, salary, etc.
  • Preferred CV’s: Admin will add some CV’s which are preferable and will be used to shortlist the scanned CV’s.
  • Scan CV: Admin can scan CV’s received from candidates which will undergo the process of shortlisting the CV’s. Based on the company requirement, the candidate who have submitted their CV to admin or any authorized person, will be uploaded by the admin into the system.
  • Shortlisted CV’s: Here, all the shortlisted CV’s of candidates will be displayed. The shortlisting of CV’s is performed by system itself.
  • View Candidates: Can view all the registered candidates with its details.

• • View Result: Can view the results of individual candidate, which can be easy to admin or concern person to select a desired candidate.
• Candidate:
  • Registration: To access the below given modules, candidate must fill up registration form and create login credentials in order to get the access to the system. While registration process, candidate need to upload their CV.
  • Login: Candidate need to enter valid credentials to access the below given modules.
  • Give Test: After successful login, candidate can now proceed with online test based on personality and aptitude.
  • View Results: Once the test is completed by the candidate, the results will be displayed in a graphical representation.

Final Deliverable of the Project Software SystemCore Industry ITOther Industries Education Core Technology Artificial Intelligence(AI)Other Technologies OthersSustainable Development Goals Quality EducationRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	65500
Thesis and publication	Miscellaneous	1	10000	10000
HP LaserJet Pro MFP M26NW	Equipment	1	45000	45000
Scanner for scanning CVs	Equipment	1	10500	10500