AI-Enhanced Interview System For Automated Recruitment: Shreshta Hire

The growing need for an effective hiring system has led to the creation of ShreshtaHire., an AI based platform revolutionizing interviews with advanced technologies. Using React for user-friendly interface., MongoDB for a secure and scalable database., and WebRTC for enhanced audio-video communication., ShreshtaHire redefines the interview experience. It employs BERT., RAG., and semantic search to ensure high-relevance output., aligning interviewer questions with job roles and candidate profiles while analyzing response context. The process is organized., impartial and transparent. ShreshtaHire generates detailed insight reports., offering feedback to candidates on performance., scores., skill gaps and tailored learning materials. Enhanced with visualizations like charts., these reports help candidates identify areas for improvement. By integrating advanced technologies and analytics., ShreshtaHire transforms interviewing into a structured., streamlined and effective process for modern recruitment.

Authors

Publication Details

Published
2025-03-07
DOI
https://doi.org/10.1109/icdt63985.2025.10986523
Citations
1
Primary Topic
Smart Systems and Machine Learning
Type
article
Field-Weighted Citation Impact
1.49
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Abstract

The growing need for an effective hiring system has led to the creation of ShreshtaHire., an AI based platform revolutionizing interviews with advanced technologies. Using React for user-friendly interface., MongoDB for a secure and scalable database., and WebRTC for enhanced audio-video communication., ShreshtaHire redefines the interview experience. It employs BERT., RAG., and semantic search to ensure high-relevance output., aligning interviewer questions with job roles and candidate profiles while analyzing response context. The process is organized., impartial and transparent. ShreshtaHire generates detailed insight reports., offering feedback to candidates on performance., scores., skill gaps and tailored learning materials. Enhanced with visualizations like charts., these reports help candidates identify areas for improvement. By integrating advanced technologies and analytics., ShreshtaHire transforms interviewing into a structured., streamlined and effective process for modern recruitment.

Reduced inequalities
Openalex Percentile: Top 17%
Smart Systems and Machine Learning
1.49
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