AI-Powered Student Evaluation and Performance Tracking System
Dr.K.E.Kannammal Department of Computer Science
and Engineering
Sri Shakthi Institute of Engineering and Technology
Coimbatore, India hodcse@siet.ac.in
Sharveshwaran S S Department of Computer Science
and Engineering
Sri Shakthi Institute of Engineering and Technology
Coimbatore, India sharveshwaranss22cse@srishakthi.ac.in
Soorya Akilesh C Department of Computer Science
and Engineering
Sri Shakthi Institute of Engineering and Technology
Coimbatore, India sooryaakileshc22cse@srishakthi.ac.in
Sudhir R Department of Computer Science
and Engineering
Sri Shakthi Institute of Engineering and Technology
Coimbatore, India sudhirr22cse@srishakthi.ac.in
Viswanathan P Department of Computer Science
and Engineering
Sri Shakthi Institute of Engineering and Technology
Coimbatore, India viswanathanp22cse@srishakthi.ac.in
Abstract — The AI-Powered Student Evaluation and Performance Tracking System is an intelligent academic assessment platform designed to enhance learning outcomes by integrating automated evaluation, real-time analytics, and modern web technologies. It streamlines teacher–student interaction, test creation, and performance monitoring while reducing manual workload and subjective grading. The system is built using a robust technology stack consisting of React.js, Express.js, PostgreSQL, and the Ollama Llama 3.2 LLM, ensuring secure data handling, scalable processing, and efficient assessment workflows. Through AI-driven evaluation, the platform analyzes accuracy, conceptual understanding, clarity, and reasoning depth, offering instant feedback and personalized improvement suggestions. With interactive dashboards for teachers and students, voice-enabled assessments, and real-time performance insights, this system serves as a transformative tool for modern educational institutions seeking data-driven, unbiased, and efficient evaluation processes.
Keywords - Academic management, student tracker, real-time insights, personalized feedback, attendance tracking, assignment management, education technology.
