Cloud SOC Analyst Home Lab
Built a full cloud-based Security Operations Center in Microsoft Azure — deploying a Windows Server VM, configuring Sysmon endpoint telemetry, and integrating with Microsoft Sentinel (SIEM) for real detection engineering and incident investigation.
- Deployed Azure Virtual Machine (Windows Server) with Azure Monitor Agent and Log Analytics Workspace, onboarded to Microsoft Sentinel via Data Collection Rule for centralised log ingestion.
- Installed and configured Sysmon to capture granular endpoint telemetry — process creation, network connections, system activity — forwarded to Sentinel.
- Engineered custom Scheduled Alert Rule to detect brute-force login attempts (Event ID 4625) — mapped to MITRE ATT&CK T1110. Confirmed full pipeline: log ingestion → alert firing → incident creation.
- Built second detection rule for suspicious CMD/PowerShell execution (Event ID 4688) — mapped to MITRE ATT&CK T1059.
- Wrote and validated KQL queries to investigate incidents, filter security events, and confirm telemetry fidelity.
Microsoft SentinelAzure VMLog AnalyticsAzure Monitor AgentSysmonKQLWindows Event Logs
MITRE T1110MITRE T1059
Phishing Detection System
Machine learning-based phishing URL classifier using DistilBERT NLP. Hosted on Hugging Face Hub. Identifies malicious web content by combining NLP feature extraction with classification — directly applicable to SOC threat analysis and IOC identification.
- Applied knowledge of HTTP/HTTPS behaviour and malicious URL patterns — mirrors real SOC threat intelligence workflows.
- Demonstrates practical IOC identification, anomaly detection, and false positive reduction at scale.
DistilBERTPythonNLPHugging FaceWeb SecurityIOC Analysis
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AWS Cloud Security Hardening
Designed and hardened AWS cloud infrastructure applying least-privilege IAM policies, network segmentation, and security group rules. Reduced attack surface and built incident response dashboards improving MTTD and MTTR at Tech Guild, London.
AWS IAMEC2S3VPCACSC Essential EightIncident Response
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