Applied Machine Learning: Concepts, Algorithms, and Real-World Applications
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Career and Investment Application using Service Oriented Architecture under the Framework of Machine Learning

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  • Rohan Singh,
  • Pramit Pramanick,
  • Yash Kumar Prasad,
  • Subhadeep Ghosh,
  • Somsubhra Gupta
Rohan Singh
Btech in Computer Science & Enng, Swami vivekanada University
Pramit Pramanick
Btech in Computer Science & Enng, Swami vivekanada University
Yash Kumar Prasad
Btech in Computer Science & Enng, Swami vivekanada University
Subhadeep Ghosh
Btech in Computer Science & Enng, Swami vivekanada University
Somsubhra Gupta
Btech in Computer Science & Enng, Swami vivekanada University

Published 2026-07-06

How to Cite

Singh, Rohan, et al. “Career and Investment Application Using Service Oriented Architecture under the Framework of Machine Learning”. Swami Vivekananda University Press, July 2026, pp. 104-17, https://swamivivekanandauniversitypress.com/index.php/svup/article/view/659.

Copyright (c) 2026 Swami Vivekananda University Press

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

Abstract

The project aims to create an online platform that connects software developers and tech-savvy consumers. It will facilitate the buying and selling of various software products, from hobby projects to professional applications. The platform will also feature a machine learning-powered stock price prediction tool, providing financial insights to users. The platform aims to foster a community of tech enthusiasts and promote innovation in the software industry. The platform uses Career and Investment Service-oriented Architecture (SOA), a framework that allows organizations to manage complex systems. SOA can integrate various components in career services, such as job search engines and career counselling tools, and in investment services, it can connect market analysis tools and trading platforms.
This approach improves scalability, reduces redundancy, and enhances agility, enabling more efficient service delivery. Additionally, SOA enables businesses to innovate more rapidly, as new services can be developed and deployed independently.

DOI - https://doi.org/10.65525/SVUP.9788199963351.2026.104-117

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