Developed an insider threat detection system using machine learning techniques to identify unusual user behavior and potential security risks. Worked on data collection, preprocessing, and analysis to improve model accuracy. Implemented basic algorithms and evaluated system performance. The project focuses on enhancing organizational security by detecting threats at an early stage and providing useful insights.