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© 2026 IJSREM – International Journal of Scientific Research in Engineering and Management. This is an open-access journal. Articles are published under the Creative Commons Attribution (CC BY 4.0) License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM65437

AI Powered Math Notes Assistant

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM65437

Volume:

10 |

6 |

Jun 2026

Pages:

1-5

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM65437

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

TAK

Tejas Anil Kawale

Artificial Intelligence and Data Science

Zeal College of Engineering and Research

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MBT

Manish Bandu Tayade

Artificial Intelligence and Data Science

Zeal College of Engineering and Research

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KVW

Kshitij Vinayak Waikar

Artificial Intelligence and Data Science

Zeal College of Engineering and Research

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Mentors

PVD

Prof. Varsha Deshmukh

Artificial Intelligence and Data Science

Zeal College of Engineering and Research

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Abstract

Mathematics education increasingly demands in-telligent tools capable of assisting learners beyond traditional computational systems. Existing mathematical solvers often focus primarily on textual inputs and provide limited support for multimodal interaction, restricting their usability in real-world educational environments. Furthermore, conventional Optical Character Recognition (OCR) based systems frequently strug-gle with diverse handwriting styles and complex mathematical layouts. This paper presents an AI Powered Math Notes Assistant, a multimodal educational platform that integrates handwrit-ten input, image-based problem solving, voice interaction, and conversational AI within a unified framework. The proposed system leverages Google Gemini 2.5 Flash as a multimodal reasoning engine capable of understanding text, images, and audio inputs while generating mathematically accurate step-by-step solutions. The platform provides an interactive digital whiteboard for handwritten equations, supports image uploads containing mathematical expressions, and enables voice-based mathematical queries through a modern web interface. The system is implemented using Flask, JavaScript, and Google GenAI APIs. Experimental evaluation demonstrates that the proposed architecture improves usability, accessibility, and interpretability by combining multimodal understanding with advanced mathematical reasoning. The developed platform serves as an intelligent tutoring assistant capable of transforming tra-ditional mathematical note-taking into an interactive AI-assisted learning experience.

KEYWORDS

Google Gemini 2.5 Flash usability accessibility and interpretability

Cite This Article

Tejas Anil Kawale, Manish Bandu Tayade, Kshitij Vinayak Waikar, Prof. Varsha Deshmukh, "AI Powered Math Notes Assistant," International Journal of Scientific Research in Engineering and Management, vol. 10, no. 6, pp. 1-5, Jun 2026. https://doi.org/10.55041/IJSREM65437

Full Article/Conclusion

Future enhancements include developing a custom mathe-matical OCR model, integrating physics diagram understand-ing, supporting graph plotting and visualization, enabling multi-language educational assistance, implementing person-alized learning recommendations, and introducing offline in-ference capabilities. Additional improvements may include student performance tracking, adaptive tutoring mechanisms, learning analytics dashboards, and integration with educational learning manage-ment systems. These enhancements would further strengthen the platform as a comprehensive AI-driven learning environ-ment.

References

[1]     Y. Zhang et al., “TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition,” AAAI, 2024. [2]     X. Li et al., “SemiHMER: Semi-Supervised HMER Using Pseudo-Labels,” IEEE TPAMI, 2023. [3]     A. Radford et al., “MATHVISTA: Mathematical Reasoning in Visual Contexts,” arXiv, 2024. [4]     R. Smith, “An Overview of the Tesseract OCR Engine,” ICDAR, 2007. [5]     A. Graves et al., “Connectionist Temporal Classification,” ICML, 2006. [6]     Google DeepMind, “Gemini 2.5 Flash Technical Documentation,” Google AI, 2025. [7]     Flask Development Team, “Flask Documentation,” Pallets Project, 2025. [8]     MathJax Consortium, “MathJax Documentation,” 2025. [9]     Google AI, “Gemini API Developer Guide,” 2025. [10]    OpenAI, “Multimodal Reasoning Systems: Current Trends and Chal-lenges,” 2024.

Editorial & Review Transparency

Publication Date

6/24/2026

Peer Review Type

Double-Blind Peer Review

Review Rounds: 2

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5

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Conflict of Interest

The authors declare no conflict of interest related to this research work.

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