Football Data from Transfermarkt Dashboard

This dashboard utilizes the "Football Data from Transfermarkt" dataset on Kaggle, presenting diverse visualizations that provide insights on players, teams, and leagues, along with goal statistics and player market value projections.

Cheaper but Great Players Based on EA FIFA Potential

This project leverages FIFA game data to identify football players who offer high potential at a lower cost. By analyzing player attributes, potential ratings, and market values, it uncovers undervalued talents. The project includes data extraction, cleaning, statistical analysis, and visualization.

Deepfake Detection System

Developed a real-time image verification system using Xception and VGG19 models to detect manipulated images. The system features an interactive Streamlit web interface and leverages AWS S3 for model storage, providing robust and scalable performance. Aimed at enhancing digital media integrity, this

Airline Passenger Satisfaction Analysis

This project analyzed passenger satisfaction surveys from airlines worldwide, collected from Airline Quality and Centre For Aviation websites. The objectives were to examine trends in customer satisfaction over time and compare satisfaction levels across regions.

Stroke Prediction Model

This project involved developing a machine learning model to predict the likelihood of strokes using patient health data such as age, cholesterol levels, blood pressure, glucose levels, and smoking status.

Credit Card Fraud Detection

The Credit Card Fraud Detection project used XGBoost to predict fraudulent transactions with around 80% accuracy, precision, recall, and F1-score. The project improved financial security by addressing class imbalance and enhancing data preprocessing.