Personalized Learning Pathway For Engineering Students

  • Unique Paper ID: 174939
  • PageNo: 1225-1232
  • Abstract:
  • In the evolving landscape of education, personalized learning is crucial for optimizing student engagement and academic growth. The Personalized Learning Pathway for Engineering Students is a MERN stack-based platform that provides an adaptive and structured learning experience. The system ensures secure authentication, granting students access to a dedicated dashboard where they can attempt quizzes and assignments. Simultaneously, administrators can manage and update assessments through a centralized admin panel. A dynamic progress tracking system continuously evaluates student performance, generating personalized recommendations and learning paths to enhance subject mastery. This real-time, data-driven approach empowers students with targeted resources, helping them improve in weaker areas. Developed using VS Code, the platform offers a scalable, interactive, and responsive learning environment tailored to individual needs, fostering a more effective and engaging academic journey.

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{174939,
        author = {Dushant S. Rohane and Shailesh N. Khandate and Mayuri R. Shinde and Avanti S. Labde and Aditi U. Tiwari and Prof. R. U. Vaidya},
        title = {Personalized Learning Pathway For Engineering Students},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {11},
        pages = {1225-1232},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=174939},
        abstract = {In the evolving landscape of education, personalized learning is crucial for optimizing student engagement and academic growth. The Personalized Learning Pathway for Engineering Students is a MERN stack-based platform that provides an adaptive and structured learning experience. The system ensures secure authentication, granting students access to a dedicated dashboard where they can attempt quizzes and assignments. Simultaneously, administrators can manage and update assessments through a centralized admin panel. A dynamic progress tracking system continuously evaluates student performance, generating personalized recommendations and learning paths to enhance subject mastery. This real-time, data-driven approach empowers students with targeted resources, helping them improve in weaker areas. Developed using VS Code, the platform offers a scalable, interactive, and responsive learning environment tailored to individual needs, fostering a more effective and engaging academic journey.},
        keywords = {Assessment-Based Learning, MERN Stack, Progress Tracking.},
        month = {April},
        }

Cite This Article

Rohane, D. S., & Khandate, S. N., & Shinde, M. R., & Labde, A. S., & Tiwari, A. U., & Vaidya, P. R. U. (2025). Personalized Learning Pathway For Engineering Students. International Journal of Innovative Research in Technology (IJIRT), 11(11), 1225–1232.

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