Al-Orchestrated Intelligent Microcredit Framework for Optimized Financial Accessibility and Proactive Risk Mitigation

Authors

  • Mr. D. Pavun kumar Assistant Professor, Dept. of AI and DS, Erode Sengunthar Engineering College, Erode, Tamil Nadu, India. Author
  • Mr. K. Gokul UG Student, Dept. of AI and DS, Erode Sengunthar Engineering College, Erode, Tamil Nadu, India. Author
  • Mr. PA. Janamithran UG Student, Dept. of AI and DS, Erode Sengunthar Engineering College, Erode, Tamil Nadu, India. Author
  • Mr. B. Kalanidhi Kadhirr UG Student, Dept. of AI and DS, Erode Sengunthar Engineering College, Erode, Tamil Nadu, India. Author
  • Mr. R. Lokesh UG Student, Dept. of AI and DS, Erode Sengunthar Engineering College, Erode, Tamil Nadu, India. Author

DOI:

https://doi.org/10.47392/IRJAEH.2025.0288

Keywords:

Real-time Authentication, MERN Stack, Credit Risk Assessment, Microfinance, PDF Summarization, AI Dictionary, Adaptive Learning, Machine Learning, NLP

Abstract

Micro Credit Application is an avant-garde platform engineered to streamline, automate, and optimize the microloan acquisition process for salaried individuals. Leveraging a cutting-edge technology stack-including a MERN-based interactive front-end, Firebase for real-time authentication and secure data management, Flask for resilient backend services, and a Python-powered Al model-the application meticulously gathers. synthesizes, and analyzes extensive personal and financial datasets. This intelligent decision-making framework enables Al-driven assessment of financial stability, creditworthiness forecasting, risk stratification, loan allocation, and repayment structuring with heightened precision. A user-centric interface with seamless registration, authentication, and interactive dashboards ensures an intuitive and engaging user experience. Additionally, an advanced administrative control module facilitates comprehensive data oversight, real-time analytics, risk monitoring, and secure data exportation. Prioritizing scalability, cybersecurity, regulatory compliance, and digital transformation, Micro Credit Application aims to eliminate financial barriers, foster inclusive lending ecosystems, and democratize access to microcredit through Al-powered precision lending.

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Published

2025-04-28

How to Cite

Al-Orchestrated Intelligent Microcredit Framework for Optimized Financial Accessibility and Proactive Risk Mitigation. (2025). International Research Journal on Advanced Engineering Hub (IRJAEH), 3(04), 1971-1980. https://doi.org/10.47392/IRJAEH.2025.0288

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