Development of a face recognition system using multiple
metric learning algorithms and using custom ensemble techniques for increasing
the veracity of the person thus recognised from the set of algorithms.
Development of a face detection system for automating attendance procedures with high number of attendees, using image processing algorithms such as the Viola Jones face detection algorithm. Construction of a real time registration procedure for students based on a remote server in the class for validation, and a prototype successfully developed on a Raspberry Pi. Developed as part of my Bachelor Thesis Project under the guidance of Prof. Aurobinda Routray at IIT Kharagpur.
Designed an automated essay scoring system using machine learning and natural language processing techniques as part of a Term Project in a course, "Language Processing for eLearning" under Prof. Plaban Kumar Bhowmick. Updated new features and estimated their relevance on the Kaggle dataset.
Handwritten Digit Recognition using SVMs
Employed SVM kernels and feature selection wrappers to classify digits from the famous MNIST database as part of a Term Project in an additional course, "Machine Intelligence and Expert Systems" under Prof. Sudipta Mukhopadhyay
Network Security WarGames
Worked around with a number of network security wargames based on SSH, Unix/GDB hacks, bufferoverflows and other related exploits. A few of the games include Bandit, Leviathan, MicroCorruption, Krypton, etc.
More on GitHub
It revolves around the making of an Android Application in Java, and a deconvolution process, which will de-blur the preview and amplify the image size using which people can read small font scripts by placing their mobiles over the text and using our application. Under the guidance of Prof. Sudipta Mukhopadhyay, the project is aimed at deblurring of the mobile camera sensor to enable better quality output to people who have deterred eyesight.