Q&AI: An AI Powered Mock Interview Bot for Enhancing the Performance of Aspiring Professionals

The Q&AI Mock Interview Bot is an application designed to enhance interview preparation for job seekers and aspiring professionals. This work aims to create an intelligent virtual interview platform that simulates real interview scenarios, offering users the opportunity to practice answering questions while receiving valuable feedback. The rationale of the Q&AI bot is its' innovativeness in generating questions. The questions generated for each user are exclusively from the user's resume uploaded to the bot. Henceforth, the questions will be very much relevant to a user. Users can respond to interview questions in real-time. The system evaluates the users' responses and gauges their confidence level, performs sentiment analysis and emotion detection. It also analyses the language proficiency and factual accuracy of users' answers. After each interview session, the bot generates a detailed scorecard. The Q&AI Mock Interview Bot empowers users to refine their interview skills, boost confidence, and receive constructive feedback. This paper presents the design and implementation of the tool for career development and interview preparation in an increasingly competitive job market.