10/20/2026 updated

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Lead AI Infrastructure Engineer & AI Agent Systems Specialist

Málaga, Spain
Only remote
MSc in Cybersecurity (IMMUNE Technology Institute, 2025-2026)
Málaga, Spain
Only remote
MSc in Cybersecurity (IMMUNE Technology Institute, 2025-2026)

Profile attachments

main_aiconsultancy_ai-engineer.pdf

AI AgentsCryptographyEmbedded SystemsPython (Programming Language)BlockchainBackendApi DesignApi GatewayArtificial Intelligence Markup Language (AIML)
AI Agent Design & Orchestration
Agent architecture with bounded execution and tool calling, structured outputs, retries and fallbacks, integration with LLM APIs, agentic evaluation patterns, and prompt versioning for production-grade agentic systems.

Python Backend Architecture
FastAPI and microservices design, PostgreSQL, Redis, CI/CD, containerization with Docker, infrastructure-as-code using Terraform, and AWS services including Lambda, API Gateway, RDS, and S3.

Evaluation, Observability & Monitoring
Designing evaluation sets for non-deterministic systems, regression detection, human review loops, production monitoring with distributed tracing via OpenTelemetry, latency and cost tracking, and gating releases on evaluation results.

Integration with Existing Systems
API design and integration patterns, asynchronous and event-driven processing, data platform access, schema versioning, and backwards compatibility.

Reliability Engineering for Non-Deterministic Systems
Production safeguards including validation, fallbacks, bounded retries, circuit breakers, cost control, latency budgeting, failure mode analysis, and access controls.

Technical Leadership
Setting engineering standards, mentoring engineers, code review, and establishing patterns and reusable components for team adoption.

Computer Vision & Perception Systems
Development of AI perception software for real-time traffic detection with optimized C/C++ inference on edge GPUs, pruned models for edge deployment, and autonomous drone navigation and perception algorithms using NVIDIA embedded GPUs and ROS.

Cybersecurity & SIEM Integration
Integration with production SIEMs for DORA/NIS2 compliance, AI stress-testing, SIEM event correlation, and post-quantum cryptographic encryption across microservice channels.

Embedded Software & Aerospace Systems
Aerospace software development including GPU performance benchmarking, performance testing and debugging using C/C++, Python, and embedded systems.

Quantum AI & Agent SDK Integration
Building integrations with Agent SDKs and Model Context Protocol (MCP), exposing quantum-simulated algorithms as reusable production-ready agent services.

Languages

EnglishFluentSpanishNative speaker

Project history

Lead AI Infrastructure Engineer

Quantum HAICKERS
Architected hAIckers SHIELD, a production predictive cybersecurity platform integrating agent workflows, SIEM event correlation, and AI stress-testing, validated to TRL 5 under Spain's GAIA/Red.es programme. Built production backend with Python, FastAPI, PostgreSQL, Redis, and AWS infrastructure via Terraform. Implemented comprehensive evaluation strategy including regression suites, model-graded checks, and sampling of live output. Integrated with production SIEMs for DORA/NIS2 compliance and shipped agent workflows end-to-end from design through monitoring.

Founder & CTO

Trion Security
Designed and shipped a 14-service Agent Control Plane using Python/FastAPI microservices for managing, monitoring, and securing production AI agents across multiple deployments. Built observability stack with OpenTelemetry collectors, distributed tracing, and real-time agent telemetry. Embedded multi-layer guardrails and PII anonymization directly into agent execution flows. Owned full system lifecycle including architecture design, service boundaries, deployment on AWS, infrastructure-as-code with Terraform, team standards, and code review.

Quantum AI & Cybersecurity Developer

Omega AI
Built integrations with Agent SDKs and Model Context Protocol (MCP), exposing quantum-simulated algorithms as reusable, production-ready agent services. Developed tooling to transition AI prototypes from research into secure, production-ready systems and implemented post-quantum cryptographic encryption across microservice channels.

R&D Computer Vision Consultant

Opus Remote Sensing
Developed AI perception software for real-time traffic detection with optimized C/C++ inference on edge GPUs and pruned models for edge deployment.

Perception Systems & AI Engineer

Fundacion Andaluza para el Desarrollo Aeroespacial (FADA)
Designed autonomous drone navigation and perception algorithms, field tested with C++, Python, NVIDIA embedded GPUs, and ROS.

Embedded Software Engineer

Clue Technologies
Aerospace software development including GPU performance benchmarking, performance testing and debugging using C/C++, Python, and embedded systems.

Certificates

Certified Encryption Specialist v3

EC-Council

2026

CCST Cybersecurity

CISCO

2025

Azure AI Fundamentals

Microsoft

2025

Scaling Workloads Across Multiple GPUs

NVIDIA

2020


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