research cyber

At PortcitydigitalPvtLtd, I monitor security risks, alerts, and suspicious activity through SIEM systems. I investigate alerts, escalate potential threats, and report on monitoring activities and incidents.

At People’sBank, I monitored security alerts and logs using SIEM tools, with basic exposure to Azure Sentinel. I also assisted with vulnerability assessments and remediation tracking, and participated in incident response for phishing, malware, and unauthorized access cases.

For my final-year research project, I developed an AI-driven insider threat detection platform for hybrid work environments. It uses TransformerAutoencoder, GraphSAGE, and XGBoost to detect anomalies and classify threats, with a real-time monitoring dashboard built using Streamlit.

I also worked on USB threat detection and management, mobile app security, and bug bounty reports covering 10 websites. My research on a hybrid multi-modal AI framework for insider threat detection was published in IEEE Xplore.