Work

IntelliInterview: AI-Powered Mock Interview and Candidate Assessment Platform

Year: 2026

Type: preprint

Abstract: IntelliInterview is an AI-powered mock interview and candidate assessment platform designed to simulate real-world interview experiences and provide comprehensive performance evaluation. The platform integrates artificial intelligence to generate interview questions, evaluate candidate responses, generate contextual follow-up questions, and provide personalized feedback. It supports TEXT, AUDIO, and VIDEO interview modes. The system incorporates Gemini-based AI processing for question generation, answer evaluation, transcription, and communication analysis. Additional capabilities include automated speech metrics, facial presence monitoring, session integrity observations, and comprehensive interview report generation. The platform is developed using React, TypeScript, FastAPI, Python, PostgreSQL, and Google Gemini API, with Supabase for persistent storage and Vercel and Render for deployment. This research paper presents the system architecture, technologies, implementation methodology, core functionalities, and testing approach of IntelliInterview.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.24115796

Authors: Thavare, Swapnil, Jagtap, Vinit, Rananaware, Dnyanesh, Borkar, Abhishek

Language: English

Topic: AI and HR Technologies

Subfield: Organizational Behavior and Human Resource Management

Field: Business, Management and Accounting

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W7225773161

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