- Conduct hands-on adversarial testing across models, applications, the agentic layer, and data pipelines.
- Investigate edge-case findings from red-team campaigns to turn anomalies into reproducible vulnerabilities.
- Map findings to industry frameworks including OWASP Top 10 for LLM, NIST AI RMF, MITRE ATLAS, and EU AI Act.
- Document findings with evidence and clear reproduction steps.
- Provide actionable remediation guidance and perform retests to confirm fixes.
- Work embedded with client teams to communicate technical risks to both technical and non-technical stakeholders.