Exploring Networks, One Layer at a Time

Formula 1 Race Analysis and Outcome Prediction

Data Science & Machine Learning

Performed data cleaning and exploratory analysis on historical Formula 1 race data, then built machine learning models to predict driver race finishes and podium placements. Visualized insights and deployed an interactive prediction app using Streamlit.

Malware Traffic Analysis – Redline Stealer (Wireshark)

Network Security & Traffic Analysis

Investigated a real-world RedLine Stealer malware infection by analyzing network traffic captures (PCAP). Using Wireshark, I identified the infected host’s IP, MAC address, hostname, and user account. I applied custom filters to trace malicious PowerShell activity and uncovered data exfiltration attempts targeting credentials, browser data, and cryptocurrency wallets. This project...

Campus Network Configuration Lab

Network Infrastructure & Routing

Configured a multi-layer campus network using Cisco Packet Tracer, implementing VLANs, spanning-tree optimization, HSRP redundancy, EIGRP routing, DHCP, NAT, and verified full end-to-end connectivity between devices and Internet access.

MovieBookingSystem

Fullstack Web Application

A full-featured movie booking system built with MongoDB, Express, React, and Node.js (MERN). Users can browse movies, watch trailers, select seats and showtimes, book tickets with Stripe payments, and manage their profiles securely using JWT authentication and bcrypt hashing. The system ensures smooth navigation and robust validation for an optimal...