December 24, 2020

Consumer Finance Complaints Text classification with PostgreSQL

Consumer Finance Complaints Text classification with PostgreSQL Github link Recently I came across The Consumer Complaint Database Published by the Bureau of Consumer Financial Protection, which is a U.S. government agency, “ The Database is a collection of complaints about consumer financial products and services that they sent to companies for response. Complaints are published after the company responds, confirming a commercial relationship with the consumer, or after 15 days, whichever comes first.

December 20, 2020

Handwritten Digit Recognizer

Handwritten Digit Recognizer Github link Web Application Neural Network from scratch in Python to recognize handwritten digit achieved 98.45% test accuracy and using Keras CNN(Convolutional neural network) achieved 99.25% test accuracy deployed model to production Dataset Deep Neural network (DNN) Neural Network Implementation from scratch using Python Model representation Implemented Neural network has 3 layers an input layer,a hidden layer and an output layer. Feedforward and Regularized Cross entropy cost function Implementation of DNN includes code for Feedforward and Regularized Cross entropy cost function Backpropagation Implementation of DNN includes code for Backpropagation Model Performance DNN: 98.

December 20, 2019

Android Cipher Application

Github Link An Android-based application build using the MVC model That allows users to Encipher(encrypt) and Decipher( decrypt) text using using following Ciphers Shift Cipher Vigenere Cipher Substitution Cipher Playfair Cipher