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Parth Kumthekar's Projects

analyzing-impact-of-security-breach icon analyzing-impact-of-security-breach

This project presents an algorithm to assess the impact of a breach in a Virtual Machine (VM) network, ranking infected VMs by severity based on their connection types (Peer-to-peer > TCP > UDP > ICMP). It aids security administrators in prioritizing their response to contain and mitigate the breach's effects.

business-growth-prediction-model icon business-growth-prediction-model

This project utilizes a Linear Regression model to predict customer spending habits, suggesting that the e-commerce company should prioritize enhancing its mobile app for higher profitability, backed by a 98.9% accuracy on test data.

counting-people-in-a-crowd icon counting-people-in-a-crowd

This project employs YOLOv2/YOLOv3, TensorFlow and DarkFlow for crowd people counting from images, videos, or live streams, with applications in disaster recovery planning and crowd management, providing real-time count estimates.

efficient-online-cloth-size-prediction-and-virtual-cloth-trial-model icon efficient-online-cloth-size-prediction-and-virtual-cloth-trial-model

The Virtual Fitting Room (VFR) project offers a modern solution for apparel shopping, predicting sizes and enabling virtual try-ons using webcams or smartphones. It reduces queues, ensures accurate sizing, and enhances the shopping experience for users while benefiting retailers with efficient inventory management.

pd-prediction-model-deployment-on-azure-cloud icon pd-prediction-model-deployment-on-azure-cloud

This project deploys a deep learning model on Azure Cloud to predict Parkinson's disease from MRI images, providing a user-friendly web app for disease diagnosis and enhancing medical accuracy and speed.

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