Resume Ranking using NLP and Machine Learning
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"Resume Ranking using NLP and
Machine Learning"
Project Report
Submitted in fulfillment of the requirements for the degree of
Bachelor of Engineering
by
Juneja Afzal Ayub Zubeda (12CO32)
Momin Adnan Ayyas Shaheen(12CO46)
Gunduka Rakesh Narsayya Godavari(12CO29)
Sayed ZainulAbideen Mohd Sadiq Naseem (13CO72)
Supervisor
Prof. Tabrez Khan
Co-Supervisor
Prof. Irfan Jamkhandikar
Department of Computer Engineering,
School of Engineering and Technology
Anjuman-I-Islam¡¯s Kalsekar Technical Campus
Plot No. 2 3, Sector -16, Near Thana Naka, Khanda Gaon,
New Panvel, Navi Mumbai. 410206
Academic Year : 2015-2016
i
CERTIFICATE
Department of Computer Engineering,
School of Engineering and Technology,
Anjuman-I-Islam¡¯s Kalsekar Technical Campus
Khanda Gaon,New Panvel, Navi Mumbai. 410206
This is to certify that the project entitled Resume Ranking using NLP and ML is a
bonafide work of Juneja Afzal Ayub Zubeda (12CO32), Momin Adnan Ayyas
Shaheen (12CO46), Gunduka Rakesh Narsayya Godavari (12CO29), Sayed
ZainulAbideen MohdSadiq Naseem (13CO72) submitted to the University of
Mumbai in partial fulfillment of the requirement for the award of the degree of
Bachelor of Engineering in Department of Computer Engineering.
Prof. Tabrez Khan
Prof. Irfan Jamkhandikar
Supervisor
Co-Supervisor
Prof. Tabrez Khan
Dr. Abdul Razak Honnutagi
Head of Department
Director
ii
Project Approval for Bachelor of Engineering
This project entitled Resume Ranking using NLP and ML by Juneja Afzal Ayub
Zubeda (12CO32), Momin Adnan Ayyas Shaheen (12CO46), Gunduka Rakesh
Narsayya Godavari (12CO29), Sayed ZainulAbideen MohdSadiq Naseem
(13CO72) is approved for the degree of Bachelor of Engineering in Department of
Computer Engineering.
Examiners
1. ..............................
2. ..............................
Supervisors
1...............................
2. ..............................
Chairman
.............................
iii
DECLARATION
I declare that this written submission represents my ideas in my own words and
where others ideas or words have been included, I have adequately cited and
referenced the original sources. I also declare that I have adhered to all principles of
academic honesty and integrity and have not misrepresented or fabricated or falsified
any idea/data/fact/source in my submission. I understand that any violation of the
above will be cause for disciplinary action by the Institute and can also evoke penal
action from the sources which have thus not been properly cited or from whom
proper permission has not been taken when needed.
Juneja Afzal Ayub Zubeda(12CO32)
Momin Adnan Ayyas Shaheen(12CO46)
Gunduka Rakesh Narsayya Godavari (12CO29)
Sayed ZainulAbideen MohdSadiq Naseem(13CO72).
iv
ABSTRACT
Tittle: Resume Ranking using NLP and ML
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 basically take the bulk of input resume from the client company and that
client company will also provide the requirement and the constraints according to which the
resume should be ranked by our system. Beside the information provide by the resume we
are going to read the candidates social profiles (like LinkedIn, Github etc) which will give
us the more genuine information about that candidate.
Juneja Afzal Ayub Zubeda(12CO32)
Momin Adnan Ayyas Shaheen(12CO46)
Gunduka Rakesh Narsayya Godavari (12CO29)
Sayed ZainulAbideen MohdSadiq Naseem(13CO72)
B.E. (Computer Engineering)
University of Mumbai.
v
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