AI & AI Agents in Production, Full Stack Development & Cloud Automation

I empower organizations to build and deploy their own autonomous AI Agents, transforming abstract AI concepts into tangible business drivers. Through my Masterclasses and Consultancy, teams learn to design agentic systems—from task orchestration and multi-agent collaboration to seamless integration with existing workflows—equipping you to automate complex processes, enhance decision-making, and scale AI impact without relying on external vendors.

Masterclasses combine live demos, hands-on exercises, and decision-level frameworks and templates so your teams leave with skills they can use the next day.

I’ve delivered and advised for teams at companies like Airbus, Google, JCB, Capgemini, and also institutions like Polytechnic University of Madrid,University of Malta, CEMP or Madrid's Official Colleague of Psychologists.

I cofounded a cubode.com & milver.ai built production-grade AI systems (agentic workflows, RAG pipelines, privacy-first analytics) used by thousands of customers and currently have 3 worldwide patents in AI & UX space.

Our Masterclasses

• AI Agents for Coorporations: implement locally AI Agents and fully automate and utilize GenAI without data leaking.
• Building Reliable RAG: data prep, retrieval quality, evals, and monitoring for messy real data.
• Agentic Workflows in Production: task planning, tools, handoffs, and orchestration with Django + Celery, from prototyping to production deployment.
• Cognitive AI: Learn about the next generation of AI Architectures bio-inspired and how your team can benefit from it. Spiking Neural Networks, Neuromorphic Computing and more.
• Generative AI for Analytics Teams: from prompts to pipelines—turn data into insights with LLMs, RAG, and agentic analysis.
• Full Stack Devops Automation: how to scale Terraform and Github actions for fully automated Infrastructure Creation and Continuos Deployemnt.
• From AWS to low-cost clouds & self-hosting: Practical course on reducing cloud bills (often up to ~90%) without sacrificing reliability or security — covers cost-driven architecture patterns and providers.

What your team will gain

Through targeted exercises and real-world case studies, your team emerges equipped to harness AI Agents not just as tools, but as bespoke automation enhacers for your company. Here's the transformative value:

• Clarity: Gain a domain-specific roadmap that pinpoints high-ROI opportunities for AI Agents—whether automating supply chain decisions in manufacturing or personalizing customer interactions in finance—helping you prioritize initiatives that align with your business goals and avoid common pitfalls.
• Capability: Acquire hands-on proficiency in cutting-edge architectures, including LLM fine-tuning, robust RAG for accurate retrieval, multi-agent orchestration (e.g., via LangChain or custom Django setups), and rigorous evaluation metrics, so you can prototype and iterate on agentic systems in days, not months.
• Confidence: Master ethical deployment frameworks with built-in privacy controls (like federated learning and PII redaction), compliance checklists for GDPR/ISO standards, and risk mitigation strategies—empowering your leaders to greenlight AI projects that pass internal audits and scale securely across your organization.

Featured Partners & Impact

Over 15 years shaping AI at scale—from aerospace industry, autonomous driving, academic, coorporate big data and competence strategy. Here's where I've driven innovation:

Airbus

JCB

Google

UPM

Ixion

Cubode/Graph

CEMP Postgraduate and Masters European Center

Conferences

Airbus

JCB

Google

UPM

Ixion

Cubode/Graph

CEMP Postgraduate and Masters European Center

Conferences

Formats that fit your team

• Executive briefings (60–120 min): decision frameworks & roadmaps.
• Hands-on workshops (3–5 days): build a working prototype together.
• Deep-dive programs (2–4 weeks): capstone project with code reviews and office hours.
• Consultancy (2–4 months): partnership to implement your solution end-to-end — architecture, production deployment, and team handover so you can operate and scale it independently.

Outcome-first, tool-agnostic

Whether you use AWS/Azure/GCP, Python/TypeScript, or specific LLM vendors, I tailor the curriculum to your stack and constraints. The goal is shipping something your org can maintain — securely and sustainably.

Ready to upskill your team or bring a bespoke Masterclass to your company? Get in touch for a short discovery call.