A GUI Based tool developed in Rust & Electron for preventing Sensitive Information Leaks

Regression | Analysis | Modelling | Bayesian Search CV | Data Leakage | Overfit/Underfit | End-to-End Project

KNN in Forensic Science: Classifying Glass Evidence for Criminal Investigations

School Project for DLP class

"An automation tool designed to help users report data broker websites that display and sell personal information. By collectively reporting these sites to Google Safe Browsing, we can help protect our privacy without relying on costly services that can still be prone to leaks."

This project highlights the dangers of data leakage in machine learning, showcasing how it can lead to misleadingly high model accuracy, and emphasizes the importance of rigorous validation and awareness to ensure realistic predictions.

Vigilante Vixen has learned that there were many security vulnerabilities from their technical, behavioral, law, and human resources aspects. Despite us not being directly involved in offshore financial services or the legal profession, technology roles have a considerable amount of opportunity to review this case and implement security regulations