Article Per Year (5 Year)
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This Author published in this journals
All Journal Startupreneur Business Digital (SABDA Journal) JOT
Indira Puspa Gustiah
Mercu Buana University
Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education

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Enhancing Human Resource Management Efficiency through Scalable Blockchain Networks with an Adaptive AI Approach Indira Puspa Gustiah; Henry Newell
Startupreneur Business Digital (SABDA Journal) Vol. 4 No. 2 (2025): October
Publisher : Pandawan Sejahtera Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33050/sabda.v4i2.777

Abstract

Blockchain technology has attracted considerable attention in recent years due to its decentralized architecture, transparency, and inherent security features. Despite these advantages, Blockchain networks continue to face persistent challenges related to scalability, efficiency, and performance, particularly as transaction volumes and user demands increase. This study introduces an adaptive Artificial Intelligence (AI) driven framework designed to enhance the scalability and efficiency of Blockchain networks. By integrating AI algorithms capable of real-time learning and predictive optimization, the proposed model dynamically manages critical network functions such as transaction scheduling, resource allocation, and congestion control. The framework leverages both historical data and real-time analytics to make informed adjustments, thereby reducing latency, improving throughput, and optimizing energy consumption within Blockchain systems. The urgency of this research lies in addressing the scalability bottleneck that continues to hinder widespread Blockchain adoption across sectors such as finance, supply chain, healthcare, and human resource management. The novelty of this work resides in the fusion of adaptive AI techniques with Blockchain infrastructures, a combination that has been relatively underexplored in current scholarship. By advancing beyond static optimization methods, this research provides a more resilient and intelligent approach to Blockchain performance enhancement. The findings are expected to contribute to both aca- demic discourse and practical applications by offering a scalable, AI-empowered framework that can be adapted across multiple domains. Ultimately, this study aims to broaden the real-world applicability of Blockchain technology by overcoming its most pressing limitations.
Grant Submission Monitoring System Based on Orange Technology Using Laravel 12 and Vue.js Indira Puspa Gustiah; Ninda Lutfiani; Muhamad Rapidan Kusuma; Etty Puji Lestari; Thomas Green
Journal of Orange Technology Vol. 1 No. 2 (2025): April
Publisher : Sinar Mentari Sundara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.68012/jot.v1i2.24

Abstract

The development of effective digital systems for managing research and community service grants is essential to ensure transparency, administrative efficiency, and user comfort within academic environments. However, many institutions still rely on manual processes or outdated platforms, resulting in unclear progress tracking, slow information updates, and increased emotional stress for lecturers as proposal authors. This study proposes a Grant Submission Monitoring System based on Orange Technology, an approach that emphasizes human-centered design, emotional well-being, and socially responsible innovation. The system was developed using the SDLC Waterfall model, employing Laravel 12 as a secure and high-performance backend framework and Vue.js to deliver an interactive Single Page Application (SPA) interface. Functional validation was conducted through Black Box Testing to ensure accuracy and reliability across all modules. The resulting system provides real-time notifications, structured visualization of proposal stages, and faster administrative processing, reducing delays by up to 40% compared to traditional methods. The SPA architecture enables a responsive experience with an average content rendering time of approximately 150 ms after initial load, supporting seamless user interaction. Feedback from lecturers indicates reduced uncertainty, increased trust, and greater emotional comfort due to clearer information flow and improved interface intuitiveness. Overall, the system demonstrates how Orange Technology principles can be integrated into academic information systems to create solutions that are not only efficient and transparent but also supportive of user well-being. This approach offers a scalable foundation for enhancing institutional governance and strengthening digital services across diverse educational contexts.
Co-Authors Etty Puji Lestari Henry Newell Muhamad Rapidan Kusuma Ninda Lutfiani Thomas Green