Intellipath AI: Generative Platform For Career And Mental Readiness

Abstract

IntelliPath AI is an intelligent career guidance platform designed to improve employability, confidence, and mental preparedness among students, particularly those from Tier-3 institutions. The system integrates Generative AI, semantic similarity models, resume parsing, job-fit evaluation, and mental wellness support into a unified ecosystem. The platform analyzes user resumes and compares them with job descriptions using transformer-based models such as BERT and Sentence-BERT to determine semantic alignment. Based on this analysis, the system generates ATS-optimized improvement suggestions, personalized cover letters, and structured career roadmaps tailored to individual skill gaps.In addition to technical guidance, IntelliPath AI incorporates a mental health support chatbot that provides motivational feedback, stress management suggestions, and confidence-building interactions during the job preparation process. Gamification features such as quizzes, badges, and leaderboards further encourage user engagement and continuous learning. By combining career analytics, personalized recommendations, and emotional support, IntelliPath AI offers a scalable web-based solution that bridges the gap between academic learning and industry expectations, ultimately improving student readiness and employability outcomes.