The AI-based mock interviewer project is designed to assist computer science students in preparing for technical interviews by simulating a realistic interview environment. The system uses the OpenAI API to dynamically generate interview questions based on user-selected topics and difficulty levels, primarily covering areas like Data Structures & Algorithms (DSA) and Software Design. Future enhancements for the project include expanding the range of topics covered, providing more detailed feedback, training custom machine learning models for personalized evaluation, and integrating the system with popular learning and coding platforms for seamless practice sessions.