Eduadapt: Anai-drivenadaptivelearningplatform for Personalized Academic Support

Abstract

Eduadapt Is An Artificially Intelligent, Learner-Centric Educational System Conceived To Resolve The Shortcomings Inherent In Conventional E-Learning Environments That Deliverrigid, Non-Adaptive Content Uniformly To All Users. The Platform Concentrates On Academically Demanding Subjects, Particularly Formal Languages And Automata Theory (Flat), Design And Analysis Of Algorithms (Daa), And Quantitative Aptitude. Although Widely-Used Platforms Such As Coursera, Udemy, And Byju's Offer Structured Learning Materials, Theyremain Largely Static And Devoid Of Meaningful Personalization. Independently Operating Ai Utilities Such As Chatgpt, Scholarcy, And Quillbot Similarly Fall Short By Functioning Outside The Boundaries Of Structured Academic Curricula. Eduadapt Remedies These Deficiencies By Embedding Large Language Models (Llms) And Natural Language Processing (Nlp) Within A Cohesive,Curriculum-Integrated Educational Ecosystem. Its Feature Set Encompasses On-Demand Personalizedtutoring,Dynamicvisualrepresentationsofcomputationalabstractionsincludingdfaandnfastate Diagrams, AiAssisted Summarization Of Study Materials, And An Analytics-Driven Assessment Dashboard That Monitors Performance And Highlights Knowledge Gaps. By Unifying These Capabilities Within A Single Platform Aligned With Academic Syllabi, Eduadapt Fosters Improved Conceptual Retention, Accelerates Revision Workflows, And Delivers Tailored Academic Guidance. Rigorous Testing Across Functional, Performance, Boundary, And Adversarial Scenarios Validates The System's Operational Reliability And Accuracy, Underscoring Its Capacity To Measurably Enhance Student Learning Outcomes.