Harshit Shah's repositories
bankruptcy_prediction
A smart system with a goal of predicting whether a company will go bankrupt in a certain number of years by leveraging the financial historical data of the Polish companies' bankruptcy dataset.
eigen_expressions
A facial expression recognition system using Principal Component Analysis as a method to reduce the dimensionality of images along with a K Nearest Neighbour(K-NN) algorithm for classification of facial expressions in MATLAB.
gesture_recognition
Implementation of Dynamic Time Warping algorithm by converting hand gestures from video frames to Motion Energy Images such that it could efficiently spot particular hand gestures in a test video.
absenteeism
Data analytics and visualization on employee absenteeism. The system also predicts employee absenteeism using state-of-the-art machine learning models along with a detailed comparison.
areg-sdk
Automated real-time communication engine to develop multitasking Embedded, IoT Edge, CLI and Desktop applications with services, which act like ultra-thin distributed servers.
autoregression
Simple Autoregression implementation for time series analysis using ARMA models
genetic_algorithm
Simple implementation of genetic algorithm with applications in neural network hyperparameter tuning.
smart_assistant
A full-stack web interface to scrape data from publicly available websites and produce insights about a company and its stock price trends.
url-shortener
Simple URL alias maker web application build using Flask
heart_disease
Heart disease classification on UCI heart disease dataset.
shopping_intention
Online shopper behavior analysis system to predict the visitor’s shopping intent
simple_linear_regression
Implementation of a simple linear regression in python
studentperformance
Exploratory Data Analysis of students exam performance dataset.
us-accidents
EDA on US Accidents from 2016 to 2019.