AI-Based Interview Preparation Assistant Using Large Language Models and Natural Language Processing

Subhashini Hiremath, Prof. Shruti. Modi

Department of Computer Science and Engineering, Lingaraj Appa Engineering College, Bidar

ABSTRACT

The AI-Based Interview Preparation Assistant is an intelligent web application designed to help students and job seekers improve their interview skills. The system uses Artificial Intelligence (AI) and Natural Language Processing (NLP) to generate technical and HR interview questions, evaluate user responses, and provide personalized feedback. It analyzes answers based on relevance, clarity, and correctness, helping users identify their strengths and weaknesses. Developed using Python, Streamlit, and SQLite, the application offers a user-friendly platform for self-paced interview practice. The proposed system improves confidence, communication skills, and interview performance through continuous assessment and feedback.

KEYWORDS

Artificial Intelligence, Natural Language Processing, Interview Preparation, Resume Analysis, Mock Interviews, Python.