Machine Learning, Deep Learning, Azure ML, Docker, Statistical Modelling, Python, Kubernetes, cloud-native data pipelines, managed ML services, AI engineering, cloud platforms, containerisation, discrete-event simulation, simulation modelling, MLOps workflows, linear integer programming, SageMaker, R, metaheuristic methods, FlexSim simulation software, CI CD pipelines, model serving

Rest Apis, Windows, PowerShell, Linux, cloud, Siem, Bash, Python, SIEM correlation rules, SOAR, JSON webhooks, XDR, automation workflows, SOAR playbooks, threat detection content, SOC tools, EDR queries, Active Directory, endpoint artefacts, SaaS logs, security event log analysis, UEBA, EDR