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Gurpreet Singh's Projects

bookstoredesktopapp icon bookstoredesktopapp

A python desktop application used for accessing necessary details for particular books like Title, ISBN number, etc.

caloriecalculator icon caloriecalculator

Django application which calculates calorie and many more advanced features.

earthquakeapp icon earthquakeapp

A Flutter Application showing details regarding earthquakes all around the world

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.

placement-predictor icon placement-predictor

In this project we used logistic regression machine learning algorithm to predict the placement of students using the previous year data.

videoplayerapp icon videoplayerapp

An android application which lets you play and access video from device internal storage as well as SD card.

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