My Projects

• Human Activity Recognition

  
  

  Developed a model to predict human activities using machine learning and Python. Achieved an accuracy of 90% by leveraging advanced data preprocessing and real-time activity recognition algorithms, enabling 40% improved responsiveness in smart home applications.

  
  
  

  Source Code

• Movie Recommendation System

  
  

  Implemented a collaborative filtering-based recommendation system using R. Leveraged the recommenderlab library to enhance user engagement by 25% with tailored suggestions. Visualized patterns with heatmaps, bar plots, and distribution charts for enhanced user insights.

  
  
  

  Source Code

• Bank Management System

  
  

  Designed a Bank Management System in C to manage customer profiles, transactions, and loan applications. The system supported real-time transaction processing and file I/O for data persistence. It also included a loan module with interest calculations and detailed reports.

  
  
  

  Source Code