Drive: Placement Drive Rehearsal Interview Virtual Environment

Abstract

This Paper Presents DRIVE, A Placement Drive Rehearsal Interview Virtual Environment Designed To Simulate Real Campus Recruitment Processes. The System Enables Students To Practice Complete Placement Workflows By Integrating Aptitude Tests, Technical Interviews, Coding Assessments, And HR Interview Preparation Into A Single Platform. The System Allows Users To Enter A Company Name, Upon Which It Analyzes Recruitment Patterns And Generates A Structured Hiring Process. A Competition-based Elimination Model Is Implemented Using Dynamic Cut-off Values Derived From Simulated Candidate Pools. AI-driven Techniques Are Used To Provide Performance Analysis And Feedback. Unlike Traditional Mock Interview Systems, DRIVE Focuses On Full Placement Realism By Incorporating Time Constraints, Elimination Stages, And Performance Pressure. The System Aims To Improve Placement Readiness, Confidence, And Performance Of Students.

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