Key Responsibilities
1. App Productionization & Stack Standardization
- Map and refactor raw AI-generated code into our standardized enterprise tech stack (e.g., TypeScript, React/Next.js, Python/FastAPI, Node.js), eliminating unsupported or niche libraries introduced by AI tools.
- Enforce architectural standards by restructuring unstructured code into modular, maintainable microservices or enterprise-approved monoliths.
- Audit and optimize database schemas and queries, ensuring alignment with standardized data engineering practices (PostgreSQL, approved Vector DBs).

2. AI Governance & Enterprise Guardrails
- Implement strict production-grade guardrails for AI safety, enforcing data privacy (PII/PHI masking), Role-Based Access Control (RBAC), and prompt injection mitigation.
- Establish and standardize LLM Evaluation (LLMOps) and observability pipelines (e.g., LangSmith, Phoenix) to continuously monitor model drift, cost-governance ceilings, latency, and hallucination rates.
- Standardize the integration of LLM workflows, RAG pipelines,



and agent frameworks to ensure all business apps use approved, secured API gateways and foundational models.

3. CI/CD, DevOps & Automated Compliance
- Build and mandate automated CI/CD pipelines (GitHub Actions, GitLab CI) that include mandatory governance gates: SAST/DAST security scans, dependency vulnerability checks, and automated linting for code standardization.
- Manage standardized, containerized deployments (Docker, Kubernetes) and infrastructure-as-code (Terraform) to ensure consistent cloud environments.
- Set up automated unit, integration, and regression testing protocols that vibe-coded applications must pass prior to production release.

4. Developer Governance & "Paved Roads"
- Collaborate with business users and product managers to transition vibe-coded MVPs into production while enforcing strict IT governance and compliance guidelines.
- Create and distribute standardized "paved road" templates, pre-approved

📌 AI Engineer (Castro Urdiales)
🏢 Avance Consulting
📍 Castro Urdiales