Browsing by Author "Varun Rao 1NH22CS265"

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    IntelEval – An AI Powered Code and Explanation Evaluation System Using Semantic Alignment
    (2026-02-05) Sanjana M 1NH22CS192; Yashraj Patil 1NH22CS251; Varun Rao 1NH22CS265; Muhammed Fahad PP 1NH22CS272
    The IntelEval project is an AI-powered academic evaluation system designed to enhance the assessment of programming assignments by analyzing not only code correctness but also the conceptual reasoning behind student solutions. Developed as a web-based platform using modern frontend technologies and a scalable backend architecture, the system integrates semantic analysis techniques to evaluate alignment between programming prompts, submitted source code, and natural-language explanations. By leveraging transformer-based language models and structured code analysis, IntelEval provides a deeper, more meaningful evaluation compared to traditional output-based grading systems.