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AI-Powered Unified Platform for Student Recruitment with Intelligent Interview Assessment
Authors
Vinupriya R,,Dr S Kalavathi
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Keywords
Artificial Intelligence, Recruitment System, Mock Interview FastAPI MERN Stack NLP,Real-Time,Systems,StudentPortal,Placement System.
Abstract
The recruitment and placement process in educational organizations most of the times are separated, slow, and they don't have standard methods for evaluating candidates. Students, colleges, and employers each work from their own separate platforms, and this causes a lack of coordination, less opportunities for interview practice, and different methods of assessing candidates. In order to solve these problems, this article suggests an AI-based integrated platform that brings all the parties together into one single system characterization. Artificial intelligence is used by the system so that it can simulate the interviews in real-time and also carry out automatic evaluation of the candidate based on their technical knowledge, communication skills, and confidence.It is developed with an expandable MERN-P architecture, which includes React. js for the frontend, FastAPI for the backend asynchronous processing, MongoDB for the data storage with high flexibility, and Supabase for the authentication and management of structured data. The platform has separate portals for the different categories of users like students, companies, and even administrators which allow them to interact with each other without any hindrance, manage the data in a centralized manner and keep track of the performance.Automated feedback and analytics are two of the great tools that can be used to boost student preparedness as well as the decision-making process. The solution put forward by this paper is one that will indeed bring in the factor of rise in productivity, giving room for growth and ensuring that the evaluation is carried out from the standpoint of fairness, thereby making this system the right fit for the contemporary recruitment.
IJCRT's Publication Details
Unique Identification Number - IJCRTBX02001
Paper ID - 309075
Author type - Indian Author
Page Number(s) - 1-9
Pubished in - Volume 14 | Issue 7 | July 2026
DOI (Digital Object Identifier) - https://doi.org/10.56975/ijcrt.v14i7.309075
No Of Downloads - 43
Author Country - India, -, -, -, -, Science and Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Published Paper PDF : - http://www.ijcrt.org/papers/IJCRTBX02001
Published Paper URL: : - http://ijcrt.org/viewfull.php?&p_id=IJCRTBX02001
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Vinupriya R,,Dr S Kalavathi, "AI-Powered Unified Platform for Student Recruitment with Intelligent Interview Assessment", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.14, Issue 7, pp.1-9, July 2026, Available at :http://www.ijcrt.org/papers/IJCRTBX02001.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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