Demonstrated expertise in secure coding and remediation across common vulnerability classes ( SQL injection , command injection , buffer overflow , deserialization , SSRF , misconfigurations , privilege escalation ). Evaluate the quality, fidelity, and completeness of vulnerability-reproduction and remediation tasks for AI model training.