Luis Felipe Cadena
AI Systems Architect · Security & Orchestration
IdesignandauditthesystemsbehindAIproducts:howagentsareorchestrated,wheremodelsfail,andwhatgovernsthembeforetheyship.
Systems Engineering at Universidad ICESI. I work across the full stack of AI-native products, from the LLM and evaluation layer down to the distributed backends and security guardrails that decide whether a system is trustworthy at scale.
Key Initiatives & Experience
Blending engineering rigor with proactive leadership and clear strategic communication.
Marketing & Identity Delegate
Student Council - Universidad ICESI
Leader in charge of projecting the Student Council's identity and strengthening its link with the student body. Responsible for narrative management, strategic communication, and institutional campaign positioning.
AI System Capabilities & Architecture
Agentic Workflows & Orchestration04
- 01LLM Integration
- 02RAG Pipelines
- 03Prompt Engineering
- 04Multi-Agent Coordination
System Design & Architecture04
- 01UML & Architecture
- 02Design Patterns
- 03Spring Boot · Django · Next.js
- 04Docker & Cloud CI
Security & Guardrails04
- 01Applied Cybersecurity
- 02Access Control & Auth
- 03API Threat Surface
- 04Threat Modeling
AI Auditing & Evaluation04
- 01Model Evaluation Pipelines
- 02Hallucination Mitigation
- 03Observability (OpenTelemetry)
- 04Engineering Governance
Selected Systems & Case Studies
Architectural decisions, agentic pipelines, and governance in production.
