Academic Projects

Code

This project aims at classification of remote sensing image dataset. The model developed for classification is a fusion model of spatial features with dct features. 3-layer fusion model of cnn is used with dct and lbp to improve the accuracy of prediction.

Implemented an aspect-based Sentiment Analysis on NPS (Net Performer Score) Survey Data for Retail Online Banking Platform to understand reviews of customers on Online Banking features like Payments or Homepage etc. Also created a Dashboard in AngularJs to display visualizations of the sentiments of Customers for different features. It helped in analyzing what improvements can be done by analyzing the negative reviews for particular features.

Code

A user friendly Techno-Quiz application which lets you analyse your knowledge. It is a 3 level quiz which proceeds to next level after user achieves a badge for that level.

Three levels are -

1. Computer World Tycoons

2. Programming Basics

3. Bugzzz ... Find me if you can !

Code

An Android application that keeps the track of loans to be recollected from customers. There are 2 apps , for owner and employee purposes specifically. Loan Application is for owner purpose and Loan(Daily) Collector is for employee purpose. Owner controls the functionalities of adding employees to collect loans from customers and maintaining transaction history for the same. Everyday employee will be allocated random accounts for loan amount to be collected on daily basis and it will be reflected in realtime database. It saves a lot of paper work or human efforts to keep track of collections ! As the app does it all !

Code

An Android app that helps people to communicate with NGOs by easily finding nearby NGOs and their information through app , so that they can help society by donating the needful things and thereby contributing towards their progress and a better living. A user can easily track NGO’s nearby his/her location and can select any activities further like birthday celebrations or donations to be done to a selected NGO with further enquiries.

Code

The project aims at analysing ratings of movies using QTCreator and MySQL. A user gives his/her ratings and comments for a movie of particular year which dynamically affects the overall ratings of movie.