GradeWise

GradeWise is an AI-powered grading solution designed to alleviate the burden on educators by automating the evaluation of assignments and tests. This innovative platform leverages advanced technologies like Optical Character Recognition (OCR), Convolutional Neural Networks (CNN), and Natural Language Processing (NLP) to provide precise and consistent grading across diverse formats, including handwritten and essay-based responses.

Key Features:

  • Customizable Grading Framework: Adapts to varied grading rubrics, aligning with diverse educational needs.
  • Comprehensive Analytics Dashboard: Offers insights into student performance, helping educators identify learning gaps and tailor their teaching strategies.
  • Feedback and Reporting System: Generates detailed feedback and progress reports for students, educators, and parents, fostering collaboration and enhancing the learning experience.

Development and Innovation: GradeWise incorporates state-of-the-art technologies like YOLO for object detection and SymPy for symbolic computation in math validation. The user interface, designed in Figma, ensures accessibility and user-friendliness, with features like dashboards for visualizing student progress.

Impact: GradeWise empowers educators by significantly reducing their grading workload, enabling them to focus more on teaching and supporting students. It promotes fairness and transparency in grading while enhancing students' learning outcomes through actionable feedback.

Future Directions: The team plans to expand GradeWise to support a broader range of subjects, integrate more advanced analytics, and pilot the platform in schools for real-world validation. The long-term vision includes developing GradeWise into a scalable solution for global educational institutions.

Researcher
Vanichanan Kongkerdlap
Student
CMKL University
Chayenchanadhip Sevikul
Student
CMKL University
Atchariyapat Sirijirakarnjaroen
Student
CMKL University
Satwik Singh
Student
CMKL University
Advisor
Irving Gómez Méndez
Assistant Professor
CMKL University