Murphy Amos

Network Reconnaissance & Vulnerability Tool

Python, Nmap, Google Gemini API

Recon Tool GIF

This tool leverages the Google Gemini API to generate detailed vulnerability summaries for each scanned port. It enhances reconnaissance speed and depth during penetration testing or network analysis.

Heart Attack Prediction Model

Python, Scikit-learn, Pandas, Matplotlib

Heart Attack Prediction Model

A machine learning model using decision trees to predict heart attack risk based on clinical indicators. Achieved a consistent 78% accuracy through randomized test sets and repeated classifier training.