• Designed a two-phase vulnerability assessment framework leveraging Oracle Cloud Guard and the Vulnerability Scanning Service (VSS), enabling automated detection and prioritization of risks in OCI images.
• Developed a heuristic-driven risk scoring model for OCI compute instances, incorporating CVE severity, open port analysis, and CIS benchmarks to improve security posture and remediation prioritization.
• Built an automated vulnerability retrieval pipeline integrating Oracle security APIs, streamlining assessments and reducing manual compliance checks.
• Engineered a dynamic security sandbox to test and isolate potential threats in OCI environments, ensuring real-time scanning without disrupting production workloads.