AI POWERED MOCK INTERVIEW PLATFORM
Gayathri V1, Anandhi A2, Maajida A3
1Professor, Department of Computer Science and Engineering, Sri Shakthi Institute of Engineering and Technology, India.
Email: gayathrivcse@siet.ac.in
2Student, Department of Computer Science and Engineering, Sri Shakthi Institute of Engineering and Technology, India.
Email: anandhia23cse@srishakthi.ac.in
3Student, Department of Computer Science and Engineering, Sri Shakthi Institute of Engineering and Technology, India.
Email: maajidaa23cse@srishakthi.ac.in
ABSTRACT
The AI-Powered Mock Interview Platform is designed to help candidates prepare for real-world interviews through an interactive and intelligent simulation environment. It uses advanced AI models such as Google Gemini to generate role- specific interview questions across multiple domains. The platform evaluates user responses based on technical accuracy, clarity, and confidence, while also analyzing facial expressions using OpenCV and deep learning models built with TensorFlow. It provides real-time feedback, personalized suggestions, and performance tracking through an analytics dashboard. The system includes an AI-based coaching assistant that offers instant interview tips, improvement strategies, and guidance. With a modern tech stack built on React and Flask, the platform ensures a seamless, secure, and user-friendly experience. The platform also maintains a detailed history of user interviews, including transcripts, scores, and feedback reports. This allows users to monitor their progress over time, identify recurring mistakes, and continuously refine their interview performance. The system transforms interview preparation into a structured, data-driven process, helping users improve their skills, confidence, and job readiness.
Keywords: AI mock interview, intelligent interview simulation, automated question generation, real-time feedback system, emotion detection, facial expression analysis, computer vision, interview performance analytics, personalized interview coaching, Google Gemini integration, multi-modal evaluation, AI interviewer, confidence analysis, technical interview preparation, career readiness platform
