Marcelo F Lima is a Software Engineering student with a focus on cybersecurity, artificial intelligence, physics, and quantum computing applied to critical and high-security systems. His work centers on resilient cyber defense architectures, AI-driven threat detection, and post-quantum cryptography designed to secure critical infrastructure and military defense networks. With a strong interest in the intersection of advanced computing, security engineering, and emerging quantum technologies, he studies how intelligent systems and secure software architectures can protect complex digital environments against next-generation cyber threats.