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Shad Khan's Projects

amazon-dynamo-db-style-storage icon amazon-dynamo-db-style-storage

Implemented a simplified version of Amazon Dynamo DB. There are three main pieces which have been implemented: 1) Partitioning, 2) Replication, and 3) Failure handling. The main goal is to provide both availability and linearizability at the same time. In other words, it provides read and write operations successfully even under failures. At the same time, a read operation should always return the most recent value.

aspnetcore icon aspnetcore

ASP.NET Core is a cross-platform .NET framework for building modern cloud-based web applications on Windows, Mac, or Linux.

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries and software

azure-sdk-for-python icon azure-sdk-for-python

This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public developer docs at https://docs.microsoft.com/python/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-python.

classification-algorithms icon classification-algorithms

Implemented three classification algorithms: Nearest Neighbor, Decision Tree, and Naïve Bayes to classify new gene data into labels. Also implemented Random Forests and Boosting to improve the performance of decision tree algorithm. Applied 10-fold Cross Validation to evaluate the performance of all methods in terms of Accuracy, Precision, Recall, and F-1 measure.

clustering-algorithms icon clustering-algorithms

Implemented three clustering algorithms: K-means, hierarchical agglomerative clustering with single link (Min), and density-based clustering to find clusters of genes that exhibit similar expression profiles. Compared the performance of each of the algorithms using external Rand index and visualized the clustering results using PCA.

computer-science icon computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

cosmosdb-chatgpt icon cosmosdb-chatgpt

Sample application that combines Azure Cosmos DB with Azure OpenAI ChatGPT service

data icon data

Data and code behind the stories and interactives at FiveThirtyEight

dimensionality-reduction-association-analysis icon dimensionality-reduction-association-analysis

Implemented PCA, T-SNE and SVD algorithms to reduce and visualize n-dimensional data into 2 dimensions. Also performed association analysis on bioinformatics data using Apriori algorithm to discover hidden relationships between frequently appearing itemsets.

django icon django

The Web framework for perfectionists with deadlines.

groupmessenger2 icon groupmessenger2

Group messenger Android app that sends messages to 5 AVDs and store them in a permanent key-value storage. Also implemented and algorithm for Total and FIFO Ordering Guarantees. Uses SQLite as local database.

hyde icon hyde

A brazen two-column theme for Jekyll.

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