List of projects by me..
Color Filtering
OpenCV, Image-data analysis
Detects a specified color in the image and filtered-out image is produced. Implemented using OpenCV package for computer vision in Python.
Basic Chat Box
node.js, Web Application
A working chatbox which can be used by multiple people at a time hosted on a server. It involves socket programming in Node.js.
Live Twitter-data Sentiment Analysis
NLTK, Text-data analysis
Live tweets from twitter are classified w.r.t their sentiment calculated by hand-made classifier using various insights from pre-existential models. A live graph corresponding to the live twitter streaming data is presented.
Passenger Screening Algorithm
Efficient cross-validation results, Machine learning
An unconventional Machine Learning algorithm is designed for Passenger Screening(A threat recognition algorithm) used by Department of HomeLand in the airports for figuring out risk factors due to the type of passengers.
Offline Handwriting Recognition using CNN
Neural Networks, Machine Learning and Computer Vision
Handwritten documents are recognized using Convolutional Neural Networks. A feed-forward back-propagation technique is used.
Smallest enclosing circle
Bichromatic Data Structures, Algorithms
Beyond NP problems like Conflict-free Covering(from research papaer) are studied and implemented over Bichromatic data, where data has to be seperated by a smallest circle enclosing one type of data-points.
Walmart Store Sales Forecasting
Linear Regression, Data Visualisation and Prediction
A gradient boosting regression model which predicts the department-wide sales for each store. Complete data is hosted by Walmart, it is perfectly pruned according to the prediction before doing the actual prediction using statistical visualisation results from R.