Electricity Load Forecasting with Apache Spark

This machine learning project demonstrates how to use Apache Spark for large-scale time-series forecasting on a real-world electricity consumption dataset. Built a complete pipeline using PySpark and Spark MLlib to predict hourly electricity load.

Delivery Management System

Implemented using MERN stack. Developed a user-friendly interface, secure registration process, dynamic service offerings, search and filtering capabilities, payment integration, order tracking system, and interactive chat functionality.

Space invaders

This is a Space Invaders game implemented in Python using Pygame library. Space Invaders is a classic arcade game where the player controls a spaceship, tasked with shooting down waves of alien enemies while avoiding their projectiles.

Airline Delay Prediction

The project uses various machine learning models, including Logistic Regression, ANN, and gradient boosting, to analyze and predict airline delays and cancellations, improving accuracy through advanced techniques like oversampling.

IBM HR Analytics Tableau Dashboard

The IBM HR Analytics Dashboard provides insightful analytics into IBM's human resource data. The dashboard visualizes various metrics such as gender distribution, average age by department, job role, monthly income, and employee education level.

Amazon Prime Video Power BI Dashboard

This Power BI dashboard provides a comprehensive analysis of Prime Video's catalog of shows and movies. With a wealth of data visualized through charts and graphs, this dashboard allows users to gain insights into various aspects of content distribution, including total titles, genres, directors, rating categories, and release year trends.

Chatbot

This is a web-based chatbot application built using HTML, CSS, and JavaScript. It utilizes the OpenAI GPT-3.5-turbo model to generate responses to user inputs.

Splitmate

A web application designed using HTML, CSS and Angular JS to help users split bills, calculate tips, and determine how much each person in a party needs to pay.