Patrik studied medicine and worked in neuroscience research. He later moved into cybersecurity, joining Microsoft, where he worked on the Assume Breach program. For nearly two years, he has been an AI researcher at Aisle, focusing on methods for detecting Trojaned and backdoored machine-learning models. His work sits at the intersection of neuroscience, cybersecurity, and AI safety, with a particular interest in understanding and identifying hidden or adversarial model behavior.