π Computer Engineering Junior β Nile University
π€ Focused on Artificial Intelligence & Machine Learning
π CCNA Certified | Networking & Systems Enthusiast
Hybrid Ensemble-Based URL Phishing Detection System
β’ 549k+ labeled URLs
β’ Stacking Ensemble (RF + GB + LR)
β’ Cross-Validated ROC-AUC β 0.93
β’ F1-Optimized Decision Threshold
β’ Hybrid ML + Reputation Filtering
β’ Streamlit Deployment
π https://github.com/ShaheenGouda/ScamShield-AI
Enterprise Multi-Floor Banking Network (Cisco Packet Tracer)
β’ Hierarchical Architecture (Core β Distribution β Access)
β’ OSPF Area 0 Backbone Routing
β’ Inter-VLAN Routing (SVI)
β’ Centralized DHCP + Relay
β’ 12 Departmental VLANs (/26 Subnetting)
β’ Secure Wireless (WPA2-PSK)
β’ Port Security (Sticky MAC Enforcement)
π https://github.com/ShaheenGouda/VaultLink-Enterprise-Network
Machine Learning β’ Software Engineering β’ Algorithms & Data Structures β’ Computer Networks β’ Cybersecurity Foundations
Open to collaboration, internships, and challenging technical problems.