threat modeling , automation, Cism, Slas, Incident Response, AWS, Siem, Azure, Gcp, Process Optimization, service quality metrics, Cissp, detection engineering, SOAR, XDR, cloud security monitoring, KPIs, SOC operating model architecture, EDR, SOC operations

High Availability, Threat Hunting, Owasp Top 10, Siem, detection rules, Cybersecurity Act 2018, MAS TRMG, incident response methodologies, SOAR, Disaster Recovery, log ingestion, defence solutions, forensic investigations, Cyber Kill Chain, CCoP, Singapore regulatory frameworks

threat modeling , AWS, Automation, Siem, Azure, Gcp, Process Optimization, SOAR, XDR, Detection engineering, EDR, Cloud security monitoring

Incident Response, Threat Hunting, Vulnerability Management, Siem, Threat Intelligence, EDR, XDR, threat detection, SOAR, security monitoring platforms

Hands-on malware analysis and reverse engineering, SIEM platforms, Malware behavior and attack lifecycle, Incident response methodologies and frameworks, Cross-functional coordination during high-pressure scenarios, Network and endpoint investigation techniques, Log analysis and correlation, EDR XDR platforms, Crisis management and incident command, Identity-based attacks and investigations

Incident Management, Siem Tools, Threat Analysis, Vulnerability Assessment, Security Frameworks