Neural Networks

I'm a designer and a programmer. I enjoy learning new things and can assimilate new ideas quickly. Hit me up if you want to work with me on projects, I'm always up for learning something new. "If debugging is the process of removing bugs, then programming must be the process of putting them in." Here are some of the programming languages and softwa... re that I have experience in. Selected projects that I had the pleasure to work on. Using Keras in Python, the application implements a Convolutional Neural Network that recognizes hand gestures and assigns responses correspondingly. more In terms of speed, I learnt the superiority of Neural Networks over other ML algorithms in the case of real time applications. less The application classifies paintings from 4 different genres, namely, Impressionism, Cubism, Surrealism and Pop Art using different Machine Learning algorithms. more This project gave me a better understanding of the working of different Machine Learning algorithms and handling different components of classification like feature extraction, accuracy assessment and concepts of fitting. less University of Minnesota Sustainability Helper is a Hybrid Web application that aims to motivate users to be more environmentally friendly, through interactive web components. more This application taught me the intricacies involved in User Interface designing that included designing for different devices, simplicity and visibiltiy. less The objective of the system is to provide job recommendations to users and candidate recommendations to companies, accompanied by a learning platform for the development of the job seeker. more I also formed my own comprehensive database for the learning platform component of the project by combining various sources of related material. less The system is a web-based application that predicts movie ratings for a user, given a history of ratings by him/her and compares that to those of other existing users, as well as comparing the similarity of movies. more This application was ...Read More