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International Journal of Creative and Open Research in Engineering and Management

A Peer-Reviewed, Open-Access International Journal Supporting Multidisciplinary Research, Digital Publishing Standards, DOI Registration, and Academic Indexing.
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ISSN: 3108-1754 (Online)
Crossref DOI: Available
ISO Certification: 9001:2015
Publication Fee: 599/- INR
Compliance: UGC Journal Norms
License: CC BY 4.0
Peer Review: Double Blind
Volume 02, Issue 05

Published on: May 2026

YOURCARE: A SCALABLE FULL-STACK MERN ARCHITECTURE FOR UNIFIED GYM, DIET, AND WELLNESS MANAGEMENT SYSTEMS

Piyush Chourasiya Chirayu Patle Mratunjay Patle Yashraj Sing Chandrawat

Article Status

Plagiarism Passed Peer Reviewed Open Access

Available Documents

Abstract

The proliferation of personal health awareness has accelerated the consumer demand for comprehensive fitness and lifestyle management platforms. However, the current digital health ecosystem remains fragmented, requiring users to navigate separate isolated applications for gym schedules, dietary tracking, specialized workouts, and subscription payments. This operational compartmentalization introduces data siloing and severe administrative friction for facility operators. To resolve these inefficiencies, this paper introduces the architectural design, algorithmic formulation, and empirical evaluation of YourCare, an enterprise-grade, full-stack management ecosystem developed using the MongoDB, Express.js, React.js, and Node.js (MERN) paradigm. YourCare delivers a unified platform that integrates granular member tracking, automated biometric evaluations, dynamic level-based workout matrix generation, precision macronutrient dietary planning, and asynchronous payment tracking into a single responsive system. Deployed with cloud- based multi-media asset pipelines via Cloudinary and secured with JSON Web Token (JWT) state abstraction and bcrypt-based cryptographic hashing, the platform optimizes operational workflows for health clubs while rendering real-time, dark/light adaptive interfaces to end-users. Technical evaluation profiles indicate that YourCare effectively manages thousands of concurrent transactions, executing debounced search filtering in sub-45 milliseconds and maintaining complete operational data sovereignty.

Keywords— Full-Stack MERN Architecture, Gym Management Systems, Software Engineering, Database Normalization, Automated Biometrics, Dietary Scheduling, Operational Efficiency.

How to Cite this Paper

Chourasiya, P., Patle, C., Patle, M. & Chandrawat, Y. S. (2026). YourCare: A Scalable Full-Stack MERN Architecture for Unified Gym, Diet, and Wellness Management Systems. International Journal of Creative and Open Research in Engineering and Management, <i>02</i>(05). https://doi.org/10.55041/ijcope.v2i5.718

Chourasiya, Piyush, et al.. "YourCare: A Scalable Full-Stack MERN Architecture for Unified Gym, Diet, and Wellness Management Systems." International Journal of Creative and Open Research in Engineering and Management, vol. 02, no. 05, 2026, pp. . doi:https://doi.org/10.55041/ijcope.v2i5.718.

Chourasiya, Piyush,Chirayu Patle,Mratunjay Patle, and Yashraj Chandrawat. "YourCare: A Scalable Full-Stack MERN Architecture for Unified Gym, Diet, and Wellness Management Systems." International Journal of Creative and Open Research in Engineering and Management 02, no. 05 (2026). https://doi.org/https://doi.org/10.55041/ijcope.v2i5.718.

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Ethical Compliance & Review Process

  • All submissions are screened under plagiarism detection.
  • Review follows editorial policy.
  • Authors retain copyright.
  • Peer Review Type: Double-Blind Peer Review
  • Published on: May 23 2026
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This article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License. You are free to share and adapt this work for non-commercial purposes with proper attribution.

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