At Excelerate, I monitored security alerts, reviewed Suricata alerts and OSSEC logs, and investigated incidents using Splunk SIEM. I also assisted with vulnerability assessments and remediation using Nessus and Nmap.
For my Master's project, I developed a real-time intrusion detection system using Random Forest and Explainable AI to classify network activity and make detection results interpretable. I used LIME to examine prediction factors and displayed probability scores and risk levels.

