Subhay Roychowdhury AKA findthehead is a Cybersecurity researcher with a strong track record in vulnerability assessments across systems, applications and LLMs. Equipped with manual source code review techniques, penetration testing, and securing cloud environments. Microsoft Certified, with expertise in AWS, Azure, and GCP security. Specializing in application security and passionate about machine learning, AI engineering, threat intelligence, system design and hardware security. Experienced in leveraging DevOps practices to enhance security automation. Proven ability to identify, mitigate and resolve vulnerabilities, driving significant improvements in security posture and risk reduction.