AI Powered Placements Preparation Portal: A Unified Web Platform for Campus Recruitment Preparation
Year: 2026
Type: article
Abstract: Preparing for campus recruitment usually requires students to move between separate resources for aptitude practice, technical revision, resume writing, interview rehearsal and progress tracking. This paper presents the AI Powered Placements Preparation Portal, a centralised web-based platform that brings these activities into one structured preparation journey. The portal combines student profiles, topic-wise learning material, aptitude and technical quizzes, resume guidance, interviewquestion practice and a progress dashboard. A transparent rulebased layer prioritises topics using quiz performance, recency of practice and the student’s stated goals, while optional AI-assisted features support practice-question drafting and rubric-based feedback on written interview answers. The core portal remains usable when the AI service is unavailable, and all AI output is labelled as advisory. The paper describes the problem background, related approaches, architecture, functional requirements, methodology, modules, proposed test cases and an evaluation framework. No accuracy, placement-rate or satisfaction figures are reported, because such evidence can only come from testing the deployed system.
Language: English
Subfield: Education
Field: Social Sciences
Domain: Social Sciences
Open Access status: diamond
OpenAlex ID: W7225966423
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