I ensure your generative AI deployments are secure, legally defensible, and fully compliant with corporate and international governance guidelines.
a) PII Sanitization Pipelines: Structuring dynamic regex and LLM-driven data preprocessing gates to scrub sensitive or personally identifiable information before data hits public or commercial LLM models.
b) Bias Detection & Compliance Checking: Embedding automated guardrails inside agent reasoning chains to actively screen outputs for ethical violations, regulatory non-compliance, or demographic biases.
c) System Red-Teaming & Guardrails: Stress-testing LLM prompt routing to mitigate prompt injections, jailbreaks, or out-of-bounds hallucinations.