PySpark
Apache Airflow
Keras
Tensorflow
SMOTE
Tensorboard
Credit Card Fraud Detection with ETL, ML & DL
A scalable ML pipeline for detecting fraudulent credit card transactions using big data and AI. It features ETL with PySpark and Airflow, SMOTE for class imbalance, and multiple classification models.
Data Cleaning
Stock Analysis
Python
Forecasting
Tesla Stock Data Analysis
Project provides a comprehensive analysis of Tesla's stock trading data from 2010 to 2024. Using Python and various data analysis techniques, we cleaned, visualized, and modeled the data to extract meaningful insights and predict future trends.
Tableau
Excel
Sql
Jupyter
Netflix EDA
Answered key business questions like total monthly revenue, user distribution by subscription type, and average user age.Provided actionable insights for business strategy.Built dynamic dashboards to visualize revenue by movie genre, user engagement, geographic distribution, and more.
Machine Learning
Web Scraping
Stats
Gaming Product Data Analysis and Modeling
This project focuses on analyzing gaming product data collected from an online marketplace.Web scraping techniques were used to extract product details such as price, ratings, and reviews from the gaming section of the platform.
EDA
Dashboards
SQL
Python
Amazon Products EDA
Analyzed features and customer feedback for top and bottom products.Used BCG matrix to categorize products based on ratings and popularity.Identified best and worst performers in each product category.
Sk Learn
Stats Model
Python
Happiness Score Analysis and Decision Tree Modeling
This project explores global happiness scores and evaluates the factors influencing them using **Decision Tree Regressors**. Key features like GDP per capita and family support are analyzed to predict happiness scores, with the model evaluated using Mean Squared Error (MSE) and R-squared.
Jupyter Notebook
Tableau
Employee DA
Insights drawn from the analysis, such as higher salaries for IT managers and DevOps engineers, and the relatively lower cost of web developers. General statistics and visualizations to understand the distribution of salaries, experience, and other employee attributes.
C++
Programming
System
Car Dealership Management System
Our system streamlines dealership tasks with separate admin and seller dashboards. Admins add cars, manage listings, and monitor showroom capacity. Sellers showcase available cars. Using structured data classes, it enhances automotive sales efficiency.