Behavioural-Based Ransomware Detection System (Final Year Project), Implemented a ransomware detection system using Python within a controlled virtual lab environment that included Kali Linux as the attacker environment and Ubuntu as the defender environment., Simulated real-world ransomware behaviour that included rapid file encryption and unusual file modification., Utilized behavioural analysis to detect ransomware activity based on unusual file system changes., Developed detection logic to identify high-frequency file operations indicative of ransomware activity., Tested the system's effectiveness against various simulated ransomware attack scenarios, highlighting the effectiveness of this approach., Enterprise Pro Project – Web Interface for City of Bradford Metropolitan Council, Designed a secure web-based application for managing and visualising asset information using Spring Boot, Java, MySQL, and Google Maps API., Implemented user authentication and secure information handling according to GDPR guidelines., Improved system performance and user experience by enhancing the frontend using Tailwind CSS., Performed unit testing using JUnit to ensure backend system reliability and minimize system errors., Worked in a team environment using GitHub., Ensured secure data handling and system integrity by applying best practices in backend validation and authentication., Software Design & Testing Project, Developed use case diagrams and UML designs for the OO approach., Implemented solutions using OO programming, focusing on maintenance and reusability., Performed unit testing to ensure accuracy and reliability.