Projects
A selection of things I've built — mostly machine learning and systems projects.
Dynamic Disk Management Tool
A Windows disk utility with a Tkinter GUI for drive scanning, partition insights, and real-time disk usage visualisation.
PythonTkinter
Product Review Sentiment Analysis Bot
An end-to-end sentiment analysis pipeline for 40,000+ product reviews, achieving 89.32% accuracy, integrated with a Discord bot for real-time predictions.
PythonScikit-learnNLTK
Smart Firewall with AI & Cloud Integration
A three-tier smart firewall combining deterministic rules with a Random Forest classifier to detect five attack classes in real time, with a live Scapy-based detector and Firebase sync.
PythonScapyScikit-learncustomtkinterFirebaseiptablesSQLite