Date of Publication :15th March 2025

Abstract: The idea wants to revolutionize the caregiving industry by introducing a system that predicts booking patterns and enhances the matching process, between caregivers and clients based on their preferences and expertise. The system looks for trends, in how services are used and points out which caregiving services are requested the most and least frequently. By using this data focused method service providers can distribute their resources better by making sure that popular services have staff while also bal ancing all their offerings. Besides spotting trends the system also ranks caregiving services based on how they're in demand. This ranki ng helps providers make choices about where to put their resources and plan, for their workforce as well as offering a wi der range of services to improve how efficiently they run things. The system enables service providers to better understand client preferences and booking patterns to offer care solutions effectively. By focusing on improving client satisfaction and reduci ng resource wastage the project seeks to support caregivers in delivering higher quality care. With its emphasis, on addressing service management and prioritizati on challenges the system plays a role, in creating an efficient and responsive caregiving network. This leads to care outcomes for individuals requiring assistance.

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