MagicSheet AI

Authors: Sajal Bhattarai, Renu Balyan

SUNY Campus: SUNY Old Westbury

Presentation Type: Poster

Location: Old Union Hall

Presentation #: 53

Timeslot: Session C 1:45-2:45 PM

Abstract: MagicSheet AI: Worksheet Generator Sajal Bhattarai SUNY Old Westbury, New York Email: sbhatta1@oldwestbury.edu Abstract Educators, tutors, and parents often face challenges in creating high-quality, customized worksheets efficiently. Traditional worksheet preparation is a time-consuming process that demands extensive effort in content curation and formatting. Existing digital solutions either lack flexibility or are overly complex, making it difficult to balance ease of use with customization. MagicSheet AI addresses these challenges by introducing an AI-powered web platform that automates the worksheet creation process. Built with a Django-based backend, an HTMX frontend, and MySQL database integration, the system leverages ChatGPT (4o Version) via API to generate subject-specific, age-appropriate, and curriculum-aligned worksheets. A structured prompting framework ensures consistency and accuracy in content generation, using predefined templates, zero-shot and few-shot prompting techniques, and output verification for reliability. By minimizing manual workload, MagicSheet AI allows educators to focus on teaching while providing students with engaging and structured learning materials. The platform fosters collaboration through a shared repository of community-generated worksheets, enhancing accessibility and efficiency. By integrating AI-driven automation into educational material creation, MagicSheet AI streamlines lesson planning, reduces workload, and improves learning outcomes. This project represents a significant advancement in AI-assisted education, making high-quality learning resources more accessible and adaptable to diverse educational needs.