lab/

Case studies and lab builds: the problem, the architecture, what I did, what broke and what I learned.

  1. AI-powered email threat detection extension

    A Gmail and Outlook browser extension, co-developed at AMAN Security, that classifies incoming email in real time and blocks interaction with phishing, spoofing and BEC-style threats until the user acknowledges the warning. It doesn't store any email content.

    • case study
    • AI classification
    • Browser extension
    • Gmail
  2. Hybrid SOC simulation: XDR and automation

    An on-prem and Google Cloud security-monitoring lab built on limited hardware. OPNsense and GCP firewall logs flow into Wazuh, custom detections map to MITRE ATT&CK, and n8n automates the incident-response workflow.

    • case study
    • Wazuh
    • OPNsense
    • Google Cloud
  3. Telecom & network operations in the field

    Six years on live cellular sites, from technician to team lead: installing and maintaining 2G–5G radio access and microwave links on Huawei and Ericsson equipment, isolating faults and coordinating field teams with engineering.

    • case study
    • 2G/3G/4G/5G
    • Huawei
    • Ericsson