Software Engineering
Sentiment analysis for product rating
This project aims to develop a sentiment analysis system for product rating. It is an e-commerce web application. The main goal of this sentiment analysis system is to understand the hidden sentiments of customers in feedback and comments and analyze their product rating patterns.
Android Patient Tracker
This project involves the development of an Android application for viewing and managing patient data. The app is designed to help doctors to see the medical history of their patients. Doctors can also continually upgrade the system by entering the latest medical data of their patients.
Algorithms and Theory
Algorithms and Game of Anarchy
The objective of this project is to bring together a local team of young researchers who will work closely with international collaborators to advance the state of the art of Algorithmic Game Theory and open new venues of research at the interface of Computer Science, Game Theory, and Economics.
Computational Counting
This project will consider all aspects of computational counting, with a particular focus on foundational questions in computational complexity (characterising the inherent difficulty of problems) and the development of algorithmic techniques.
Human-Computer Interaction
Deep Gaze
Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.
Mouse Cursor Control Handsfree
This HCI (Human-Computer Interaction) application in Python(3.6) will allow you to control your mouse cursor with your facial movements, works with just your regular webcam. Its hands-free, no wearable hardware or sensors needed.
Computer Systems
Smart Receptionist With Smartlock System
In this project, we would be developing a security system using a Raspberry Pi that lets you see a visitor while your main office door is locked.
Medical Information System (MIS)
Medical information system (MIS) is developed in the C programming language which allows users to enter patient information, medical information, etc. The system will store this information in .DAT data file. Users can search, update and delete this information. Users can operate all the menu options using a mouse, despite this being a DOS based system.
Data and Information
Building Chatbots
Chatbots play a pivotal role for businesses as they can effortlessly handle a barrage of customer queries and messages without any slowdown. They have single-handedly reduced the customer service workload for us by automating a majority of the process.
Credit Card Fraud Detection
The idea behind this is to analyze the customer’s usual spending behavior, including mapping the location of those spendings to identify the fraudulent transactions from the non-fraudulent ones.
Intelligent Systems
A deep learning approach in detecting COVID-19 from Chest X-Ray Images
In this paper, we implemented CovNet, a deep neural network designed to detect and classify COVID-19, Pneumonia, andNormal cases based on chest X-Ray which was proposed by.In addition, we explore that model implementation with not only VGG16 but also Restnet50, and densenet121.We leveraged transfer learning using VGG16, ResNet-50, andDenseNet-121 as our base models to CovNet to extract features.Then, we added five different custom layers with our chest xray image as the input dataset.We com-pared the three models we implemented with different metrics.
Loan Prediction using Machine Learning
The idea behind this ML project is to build a model that will classify how much loan the user can take.