Marq Codes

I'm a developer and security researcher focused on machine learning and AI-driven security. My work explores how intelligent systems can be used to understand, defend, and occasionally subvert the software we rely on — with occasional forays into neurosymbolic AI, reasoning systems, and philosophical models of intelligence. I plan to attend graduate school next year to specialize in AI and cybersecurity.

Recent stuff:

• RacoGrad – A deeplearning framework written in racket RacoGrad
• Harkonnen – A antivirus that utilizes traditional heuristics and a CNN model to identify malware Harkonnen
• VineThorn – This is a comprehensive analysis of an android APT malware VineThorn
• Fuzzying for Fun – I fuzzed macOS userland for fun and profit, using a neural network. Fuzzying for Fun