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kishore kumar's Projects

billing_invoice icon billing_invoice

This project consists of a backend microservice built with Node.js and a frontend application built with React. The system allows users to authenticate using Google OAuth, view their SaaS usage details, access billing information, and generate invoices based on cumulative usage. It also integrates with Zapier to automate billing processes.

classification-of-animals-using-deep-learning icon classification-of-animals-using-deep-learning

This project utilizes deep learning techniques to classify images of cats and dogs with high accuracy, leveraging a trained neural network model. It preprocesses input images, makes predictions, and displays the classification results, showcasing the power of modern machine learning in image recognition tasks.

prediction-of-electricity-consumption-using-machine-learning-algorithms icon prediction-of-electricity-consumption-using-machine-learning-algorithms

This project assesses machine learning models for predicting household appliance energy consumption using five years of monthly data. We evaluate algorithms and ensemble methods like Gradient Boosting and Random Forests to enhance predictive accuracy. Our findings aim to improve energy efficiency and resource allocation.

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