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Hi, I'm Muskaan Jain 👋

Muskaan Jain's Projects

game-you-never-win icon game-you-never-win

An interesting matchstick game . We have 21 matchsticks out of which you can choose 1,2,3 or 4 matchstick in your turn. Who ever is forced to pick last matchstick will loose.

hacktoberfest icon hacktoberfest

Make your first PR! ~ A beginner friendly repository made specifically for open source beginners. Add any program under any language (it can be anything from a hello-world program to a complex data structure algorithm to a blog!) or update the existing one. Just make sure you add the program under the correct language directory. Happy coding!

image-captioner icon image-captioner

Generates suitable captions for the images of people and animals input by the user.

placement-prediction-system-using-ml-algos icon placement-prediction-system-using-ml-algos

To propose an innovation in recruitment system based on the usage of various networking websites like Linkedin, Twitter, version control systems like GitHub and competitive coding platforms. It is aimed to develop an automation in placement prediction at college level which predicts the chances of undergraduate students getting placed in an IT company and helps in profiling a candidate before the recruitment process starts. It involves the use of machine learning model of k-nearest neighbor algorithm as base model to classify students or users into appropriate clusters and the result would help them in improving their skills and other mindset. The results of the same is also compared with the results obtained from other models like logistic regression, random forest and SVM for optimal solution. With various data mining and machine learning techniques, this proposition would help both students as well as recruiters during placements and other recruitment activities.

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