01
AI strategy & advisory
Clarify where AI can create durable value, what should be built, and what should stay simple. Best suited to teams moving from exploration to an executable technical roadmap.
Applied AI · Computer vision · Infrastructure
AI systems for thephysical world.
I'm an electrical engineer, founder, and AI operator working across computer vision, AI infrastructure, IoT, and applied machine learning for unattended retail.
Based in San Francisco.
Originally from Ybycui, Paraguay.
Founder & Chief AI Officer at Intuitivo.
Current role
Founder & Chief AI Officer · Intuitivo
Recognition
MIT Innovator Under 35 · 2022
Public collaboration
AWS Machine Learning
Capabilities
From AI ambition to an operating system.
02
Computer vision & inference
Architecture for camera-based systems across edge and cloud, with attention to latency, reliability, model constraints, and the economics of inference.
03
AI infrastructure
Practical systems for deploying and operating machine learning workloads, from data and training decisions to production inference and observability.
04
Technical diligence & workshops
Focused reviews for founders and technical leaders evaluating AI roadmaps, architectures, technical risk, or a build-versus-buy decision.
Selected work
Applied systems, documented without theatre.
Explore the workFounder & Chief AI Officer
Intuitivo
Leading the development of AI infrastructure for unattended retail, combining computer vision, IoT, and cloud systems for autonomous points of purchase.
- Camera-first perception
- Cloud inference infrastructure
- Applied AI in physical retail
Public technical collaboration
AWS Inferentia
A documented collaboration with AWS around running computer-vision inference on purpose-built accelerators with PyTorch and AWS Neuron.
- CNN inference
- Cost and throughput optimization
- PyTorch · AWS Neuron
Founder & former CTO
Aratiri
Work at the intersection of digital manufacturing, 3D design and printing, and connected hardware systems.
- Digital manufacturing
- 3D design and printing
- IoT systems
Writing
Notes from the work.
Essays on applied AI, infrastructure, autonomy, technology, and the ideas that shape how I build.
Browse all writingMarco existencial: Una arquitectura de sentido
Este post será probablemente controversial, pero I'll do it anyway
Do It Anyway
A personal reflection on why discipline lives beyond motivation, and how to measure it with a simple ratio.
Paraguay y la Fábrica de Inteligencia
A case for turning Paraguay's energy advantage into infrastructure for AI computing.
Conversation
Building an AI system that has to work in the real world?
Share the context, the constraint, and the decision you need to make. I'll tell you if my experience is relevant.