AI-BASED SKILL ASSESSMENT PROJECT

Abstract

The AI-Based Skill Assessment Project is an intelligent web-based application designed to evaluate and analyze the technical and professional skills of students, job seekers, and employees. Traditional skill assessment methods often depend on manual tests and evaluations, which can be time-consuming, inconsistent, and difficult to personalize. The proposed system uses Artificial Intelligence (AI), Machine Learning (ML), and Natural Language Processing (NLP) techniques to provide an automated and personalized skill assessment experience. The system allows users to register, create profiles, select skill categories, and participate in assessments based on their interests or career requirements. It can provide questions related to programming, databases, web development, communication, aptitude, and other technical or professional skills. The difficulty level of questions can be adjusted according to the user's performance, allowing the system to provide a more personalized assessment. The system evaluates user responses and generates scores, skill levels, performance reports, strengths, weaknesses, and improvement recommendations. AI-based analysis can be used to evaluate descriptive answers and identify relevant concepts or skills demonstrated by the user. The system maintains assessment history so that users can monitor their progress over time. Administrators can manage users, skill categories, questions, assessments, difficulty levels, and evaluation criteria through an administrative dashboard. The system can also recommend learning resources or practice questions based on identified skill gaps.