This tool is used to find anomalies or suspicious login events, especially to detect lateral movement.

Market Abuse Detection - In this task we need to retrieve stock data for Amazon and analyse some client data in order to find some suspicious behaviours.

A real-time surveillance system using YOLOv8 to detect pedestrians and recognize suspicious behaviors. It compares performance with SSD and Faster R-CNN, highlighting YOLOv8’s speed and accuracy. The system supports CPU/GPU deployment for smart city and public safety use.

AI Fraud Detection Workflow using n8n, PostgreSQL, OpenAI and Slack. Automatically analyzes user activity, detects suspicious behavior with rule-based and AI-powered risk analysis, stores fraud events in PostgreSQL and sends real-time alerts for high-risk security incidents.