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Sidratul Muntaha Sara  • Peerlist

Pantry Management Application that allows users to keep track of pantry items in your closet/refrigerator by adding or removing items or whilst updating their quantities. You can also AI generate recipes from within your pantry items that are available. The project uses Next.js and React framework, Material UI, TailwindCSS and Daisy UI, Firebase, Open AI API and Langchain. Project is deployed and hosted by Verxel using CI/CD.

Smarty Pantry 

In this project, the classification of water quality involves the application of various machine learning algorithms to accurately predict whether water samples are safe for consumption or not. Each classifier brings its unique approach to the ML regression task. Decision trees segment the feature space into regions, revealing the most informative attributes for classification. k-Nearest Neighbors (k-NN) classifies data points based on the majority class among their k-nearest neighbors, making no assumptions about the data distribution. Naive Bayes classifiers use Bayes' theorem to predict class probabilities, assuming feature independence. Support Vector Machines (SVM) find the optimal hyperplane to separate data classes, employing different kernels for non-linear boundaries. Neural Networks consist of interconnected layers of neurons, ideal for capturing complex patterns but requiring careful tuning. By using these classification methods, the project aims to ensure water safety, promoting public health through accurate predictions and thorough analysis.

Machine Learning Model to Classify Water Quality to Determin

Client's Detergent Company Website

A whole admin page for a better customer service including database management, all in one application.

Bakery Database Management System 

From Ideation to a Completely Launched Startup

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Betahub AI

Made this portfolio claiming it as a project since its first time I launched a website that is very personal to me and gives clear background on who I am and what am doing…