I developed an AI-driven firewall in Python that uses Isolation Forest to detect anomalous process and network behavior.
I also built an AI-Based Threat Detection System with Python, FastAPI, and machine learning for real-time network attack detection and monitoring.
During the Job Oriented Value-Added Course at GLA University, I practiced configuring Palo Alto NGFWs, including VPN setup, NAT, and security policies.
At the Amroha Police Cyber Security Internship Program, I completed hands-on training in cybersecurity fundamentals, network security, and ethical hacking. I’ve also practiced through TryHackMe labs and CTF challenges.

