AI Pruning Effects of Structured Pruning on Handling Uncertainty Estimates Motion Deblur Removing Motion Blur from Images using Deep Generative Adversarial Network Statistical Language Modelling Using N-grams English Word Prediction Model which predicts the next word in a semi-complete sentence Face Recognition Face Recognition system that uses PCA to reduce image dimensions and represent faces efficiently using Eigenfaces for accurate identification. Real-Time Object Tracking A real-time object tracking using Gaussian Mixture Models (GMM), focusing on background subtraction and motion analysis in video streams. Image Segmentation A Scikit-based implementation of the Random Walker Algorithm for image segmentation - distinuishing various features in digital images. Systems IoT SentryRover STM-32 based IOT Sentry Rover, integrates sensor fusion and robust communication protocol for wide-range controllability. Image Encryption Image Encryption Technique based on Chaos Theory and RK Method for confidentiality and protecting sensitive visual information. Academic Request Database System Web Application used by Academic Office and Students of IIT GN for requesting academic documents. Open Source Career Fair Application Open Source Web Application for Recruiters and College Campuses Misc Edge Detection Edge Detection in Images using OpenCV and Python. Snakes and Ladders Game A Python implementation of the classic Snakes and Ladders game using Turtle graphics. EMG Signal Analsis Analzying Zygomaticus Muscle Signal in MATLAB using Digital Signal Processing techniques. Spirometer Arduino based health monitoring equipment for early detection of respiratory issues, including COVID-19. Double Acting Pump Autocad Design of a Mechanical System using AutoDesk Inventor.