8+ years of experience in Cybersecurity, Information Security, or Cyber Risk. Hands-on experience in AI Security, GenAI Security, Security Operations (SOC), Threat Detection, Cloud Security, or Cyber Architecture. Strong knowledge of AI/ML security risks, LLM security, prompt injection, data leakage prevention, model governance, and AI risk management. Experience working within banking, financial services, or other regulated industries. Familiarity with NIST AI RMF, MITRE ATT&CK, ISO 27001, CIS Controls, cloud security frameworks, and regulatory expectations.