Ibrahim Agwata

I've reviewed, debugged, and validated AI-generated code through independent AI evaluation and technical validation work since 2018. I apply structured rubrics to assess correctness, maintainability, scalability, performance, safety, relevance, and completeness.

At Revelo, I conduct vulnerability assessments and security audits, document risk-focused findings, recommend remediation, and validate security fixes. I also design Infrastructure as Code solutions and automate configuration and deployment workflows for reproducible environments.

I've built and maintained web applications, backend services, APIs, coding assessments, and debugging exercises using Python, JavaScript, TypeScript, Java, and SQL. My work includes designing challenges for AI model training and evaluation pipelines, identifying edge cases, and producing clear evidence-based rationale.

I'm comfortable delivering accurate remote work independently, following detailed guidelines, handling confidential information professionally, and contributing reliable quality across AI evaluation, annotation, cybersecurity, and software validation projects.