Machine Learning System to Predict Phishing Sites Using HTML, URL & Metadata
Three classical ML models and a CNN, trained on a historical phishing corpus and then tested against phishing sites collected in 2026 — where every model fell apart.
#Python
3 write-ups tagged “Python”.
Hierarchical Reinforcement Learning for Fraud Detection
A hybrid Q-learning and decision-tree system for spotting fraudulent transactions — my CS5841 machine learning final project at Michigan Tech.
A Two-Year Web Scraping Pipeline
Building, running and monitoring an R and Python scraper that collected public video-ranking data across 31 countries for two years.