Emrick D.

In a market saturated with generative AI solutions, safety and robustness have become the main obstacles to production deployment. As an engineer in companies working on the SOTA, I bring cutting-edge expertise to ensure that your models and agents are not only performant but also safe, ethical, and compliant with global standards.

My approach is based on three fundamental pillars that I offer you as a freelancer:

Technical Governance and Safety (Safety Guardrails): I design advanced protection layers (guardrails) to prevent unforeseen behaviors, critical hallucinations, and biases. My goal is to transform ethical risks into manageable technical parameters.

Red Teaming & Adversarial Evaluations: With my experience in the security protocols of major companies, I conduct LLM-specific penetration tests to identify vulnerabilities (jailbreaking, prompt injection) before they are exploited.

Reliability of Autonomous Agents (Agentic Safety): My open-source publications on semantic interaction decomposition prove my ability to make autonomous agents predictable. I secure the "perception-decision-action" loop to prevent unwanted actions on your production systems.