Here are some of the talks and presentations I’ve given at conferences, meetups, and other events.

Past Talks

2025

“Beyond the PoC: how to bring AI agents to production with Amazon Bedrock AgentCore”

  • Event: AWS Generative AI Day
  • Date: November 3rd, 2025
  • Location: AWS Offices in Madrid, Spain
  • Description: Agentic AI is transforming the way we automate complex tasks, but taking an agent from the proof-of-concept stage to production presents unique challenges. In this session, I explained the path from prototyping to robust and scalable agentic systems in real-world environments, guided by the Amazon Bedrock AgentCore service.

“IA en moda: Revolución en producción visual (Quantization and Optimization for image generation models)”

  • Event: AWS Summit Madrid 2025
  • Date: June 11th, 2025
  • Location: IFEMA, Madrid, Spain
  • Description: In this talk I will dive deep into quantization for image generation models and will share best practices to scale image generation workloads at scale.
  • Resources: link

“Seguridad en GenAI: Estrategias y buenas prácticas”

  • Event: AWS Summit Madrid 2025
  • Date: June 11th, 2025
  • Location: IFEMA, Madrid, Spain
  • Description: In this talk will cover the unique security challenges of GenAI workloads and present a multilayered strategy that addresses data protection, model security, prompt injection attacks, and compliance requirements.
  • Resources: link

“Design principles for Agentic AI”

  • Event: AI Meetup - The Information Lab
  • Date: May 22nd, 2025
  • Location: Madrid, Spain
  • Description: Dive deep into design patterns for AI Agents and spoke about design principles. Its an updated session to the content I delivered on the “Agentes Inteligentes: Construyendo el Futuro de la Automatización” session at the AWS Generative AI Day.
  • Materials:

“Intelligent Agents: Building the Future of Automation”

  • Language: Spanish
  • Event: AWS Generative AI Day
  • Date: March 25th, 2025
  • Location: AWS Offices in Madrid, Spain
  • Description: I spoke about AI agents and design principles. Shared a couple of the patterns that I believe are most effective and useful to implement.
  • Materials:

Round table: Innovating with AI

  • Language: Spanish
  • Event: Cisco Partner Executive Exchange II
  • Date: February 6th, 2025
  • Location: Madrid, Spain
  • Description: Description of this talk.

2024

AWS Summit Madrid 2024

  • Language: Spanish
  • Date: June 5th, 2024
  • Location: IFEMA, Madrid, Spain

“GAI301: Operacionalizando aplicaciones de IA generativa usando LLMOps”

  • Description: In this session I explained the unique challenges organizations face while moving from MLOps into LLMOps.
  • Recording

“De imágenes a texto: explora nuevos casos de uso gracias a los modelos multimodales”

  • Description: In this talk I explained how to build effective multi modal RAGs and demoed a simple RAG live.

Reliability Pillar Whitepaper - AWS Well-Architected Framework

  • Content: Best practices and implementation guidance for multiple topics
  • Date: March 2024
  • Description: While not a talk, this is something I feel very proud of. I rewrote a number of best practices and implementation guidances in the Reliability Pillar Whitepaper of the AWS Well-Architected Framework. Most notably, I wrote about “bulkhead architectures” (AKA Cell-based architectures), recovery procedures, observability and post-incident analysis.
  • Whitepaper Link: link
  • Attribution Link: link

2021

Blogpost: “Configure Amazon Forecast for a multi-tenant SaaS application”

  • Date: March 2021
  • Description: Blogpost on best practices using Amazon Forecast for multi tenant SaaS applications.
  • Link: link

Speaking Requests

I’m always interested in speaking at conferences, meetups, and other events. If you’d like me to speak at your event, please reach out on my Linkedin!