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Insurance Finance & Claim Analytics System Using Machine Learning for Premium Prediction and Data Visualization

Author(s):

Aprana Singh , PES Modern Collage of Engineering, Pune; Mrs. A.R. Garkhedkar, PES Modern Collage of Engineering, Pune

Keywords:

Insurance Analytics, Machine Learning, Premium Prediction, Data Visualization, Predictive Analytics, Flask, Python

Abstract

Insurance Finance & Claim Analytics System is a Machine Learning-based platform developed for insurance dataset analysis, premium prediction, and graphical reporting. The system allows administrators to upload datasets, preprocess records, generate premium predictions, and visualize insurance analytics through dashboards and charts. Unlike traditional insurance systems that mainly focus on record storage and static reporting, the proposed system provides intelligent analytical support using Machine Learning and visualization techniques. Features such as KPI dashboards, state-wise premium analysis, graphical reports, and insurance application management help improve business understanding and decision-making. The system integrates preprocessing, prediction, analytics, and reporting into a centralized web-based platform. Overall, the proposed system improves insurance analytics efficiency, reduces manual effort, and supports data-driven insurance management operations.

Other Details

Paper ID: IJSRDV14I30172
Published in: Volume : 14, Issue : 3
Publication Date: 01/06/2026
Page(s): 267-270

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