AI-Based Learning Assistant Using Natural Language Processing

Modern education requires solutions that can handle large datasets, effectively evaluate students’ performance, and reduce teachers’ manual workload. This paper addresses these challenges by automating repetitive tasks such as question prepa- ration, grading, and summarization. It also supports students by providing self-study and progress tracking tools, encouraging independent learning. The system aims to revolutionize the educational environment for students and teachers. The system allows students to upload their learning materials in different formats (Word or PDF), create personalized questions (multiple choice, subjective, etc.), evaluate their answers, and analyze their performance using comprehensive metrics. Teachers benefit from automatic question generation, optimized assessment processes and results management.