Ship production-ready AI Agents while upskilling your engineering team.
From Data Science prototypes to enterprise-grade AI Agents in production. I help your team architect, implement, and own your AI stack—securely and sustainably.
What I do
Consultancy
I work embedded with your team to architect, build, and deploy AI systems end-to-end. You keep full ownership of the code.
- AI Agent deployment & orchestration
- Local LLM integration (zero data leakage)
- RAG pipelines & retrieval systems
- MLOps & production infrastructure
- Cloud architecture & cost optimisation
Training & Masterclasses
Hands-on masterclasses for engineering and leadership teams. Live demos, real exercises, decision frameworks your people can apply the next day.
- AI Agents for Corporations
- Building Reliable RAG
- Agentic Workflows in Production
- Generative AI for Analytics Teams
- + 3 more topics
Trusted by teams at
Airbus 
JCB 
Google 
UPM 
Cubode/Graph 
CEMP 
PyCon Airbus JCB Google UPM Cubode/Graph CEMP PyCon Masterclass catalogue
Each session is customised to your team's stack, domain, and level.
AI Agents for Corporations
Implement local AI agents — fully automate with GenAI, zero data leakage.
Building Reliable RAG
Data prep, retrieval quality, evals, and monitoring for messy real-world data.
Agentic Workflows in Production
Task planning, tool use, handoffs, and orchestration with Django + Celery.
Cognitive AI & Spiking Neural Networks
Next-gen bio-inspired architectures — neuromorphic computing for your team.
Generative AI for Analytics Teams
From prompts to pipelines — turn raw data into insights with LLMs and agents.
Full Stack DevOps Automation
Terraform + GitHub Actions for fully automated infrastructure and deployment.
Cloud Cost Optimisation
Cut cloud bills up to ~90% — cost-driven architecture patterns and alternative providers.
What your team walks away with
Targeted exercises and real-world case studies — not slide decks.
Clarity
A domain-specific roadmap pinpointing high-ROI AI agent opportunities aligned with your business goals.
Capability
Hands-on proficiency in LLM fine-tuning, RAG, multi-agent orchestration, and rigorous evaluation metrics.
Confidence
Privacy controls, GDPR/ISO compliance checklists, and risk mitigation to greenlight projects securely.
Engagement formats
Executive briefing
60 – 120 minDecision frameworks and AI roadmaps for leadership.
Hands-on workshop
3 – 5 daysBuild a working prototype together with your team.
Deep-dive program
2 – 4 weeksCapstone project with code reviews and office hours.
Consultancy
2 – 4 monthsEnd-to-end: architecture, production deployment, and team handover.
About me
15+ years building AI and software systems — from flight control algorithms at Airbus to autonomous driving at JCB, PB-scale data analytics, and production ML pipelines. I co-founded Cubode (3,000+ users) and Graph (6,000+ users), and hold 3 worldwide patents in AI & UX.
I've taught and spoken at PyCon Berlin, the University of Malta, CEMP, Google Munich (The Pool), and the Official College of Psychologists of Madrid. I'm an Airbus eXpert and former AI Task Force steering member.
Tool-agnostic — whether you run AWS/Azure/GCP, Python/TypeScript, or any LLM vendor, I tailor everything to your stack. The goal is shipping something your team can maintain, securely and sustainably.
How can I help your team?
Whether you're looking to upskill your engineers or architect a production-ready AI agent, I’m here to help. Share your goals and I’ll get back to you within 24 hours.
Prefer to talk it through live?
Skip the back-and-forth — grab a 30-minute slot and let's discuss your project directly.
Book a free 30-min call