Projects

1. Project: Sell, Volume and Profit analysis during Covid 19 (Business Data Management)

IIT Madras (Jan 2022 to April 22)

2. Project Name: Student Enrolment Status ( Machine Learning Practice)

    IIT Madras (June 2022 to August 2022)

Create a classification model to monitor Student Enrollment Status in to three-category classification task (dropout, enrolled, and graduate)

• Load, visualizes and preprocess the train data for baseline models

• Perform hyperparameter tuning for better accuracy

• Used Logistic Regression, SGD Classifier, Random Forest Classifier, Gradient Boost Classifier,    XGboost Classifier for model selection

•Trained XGboost Classifier on training data and make the predictions on test data,

   which gives the best accuracy among all

Project link: https://github.com/Samp107/Machine-Learning--Project.git 

4. Project: Library Management System (Application Development II)

   IIT Madras (May 2024 to August 2024)

 Project link: https://github.com/Samp107/Library-Management-System-Mad-II-Project.git