Muhammad AqibAbdullah AmjadAmmar ShahidAbdul Raheem2026-01-222026-01-222025https://escholar.umt.edu.pk/handle/123456789/18468MDCAT preparation is essential for aspiring doctors in Pakistan, but traditional study methods often lack personalization and engagement. To address this, we developed MedPrep: AI-Powered MDCAT Preparation Assistant, a smart, web-based platform designed to meet individual student needs. MedPrep uses AI to deliver adaptive quizzes, offer real-time feedback, provide explanations for incorrect answers, and track progress dynamically. By training the Llama 3.2 3b model to analyze student performance, the system helps streamline and organize the study process. With few MDCAT tools offering such intelligent support, MedPrep aims to modernize preparation by blending conventional learning with AI-driven features, making the experience more effective, interactive, and student-focused.enThesis