EARTHER · HUMAN

Diogo Antunes

Applied AI · Founder · Advisor

I’m an applied AI scientist and founder focused on agent systems, research, and entrepreneurship. I deploy, architect, and design agent systems and models along with the underlying infrastructure.

Agent systems · Research · Entrepreneurship

Snapshot

A concise view of current focus and scope.

Experience

Applied AI and security roles since 2023

Scale

50B+ tokens curated for transformer training

Focus

Agent systems, data infrastructure, advisory

Writing

Latest notes from the field

Updates on applied AI, agent systems, and data infrastructure work.

Feb 2026

Compute. Energy. Information. The Levers of Advantage in This Decade

Why compute, energy, and information now behave as a compounded strategic system for institutions and companies.

ComputeEnergyInformation

11 min read

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Feb 2026

Dreams Are Like Gravity, and I'm Dreaming at 10 Gs

A physics-inspired reflection on ambition, load, and shaping a life around high-curvature goals.

AmbitionPhysicsSystems Thinking

9 min read

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Publications

Research and academic work

Selected thesis work and applied research in sequence classification and data engineering.

Bachelor's Thesis • Instituto Politécnico do Cávado e do Ave

Scan Optimization with AI

July 2024

PDF

End-to-end machine learning implementation covering data engineering, model training, and production deployment. Applies Longformer architecture for sequence classification with custom tokenization for hierarchical data structures.

LongformerSequence ClassificationProject Structure AnalysisTokenization EngineeringEnd-to-End Training
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Academic projects

Applied research projects

Academic work and experimental systems built for learning and research depth.

AI Platform

Housify AI Platform

Comprehensive generative AI system with distributed inference for LLava, Stable Diffusion, and Pix2Pix models.

AIInfrastructurePlatform

Web Application

TuxTech E-commerce

Full-featured e-commerce platform built with Django, featuring user management, payment processing, and inventory systems.

ProductE-commerceWeb

Ventures

AI initiatives and advisory ventures

Nonprofit data infrastructure, agent systems, and strategic advisory work.

Antunes Principal

Advisory

Antunes Principal

AI Holdings & Strategic Advisory

Independent venture providing first-principles AI advisory, governance, and long-term technology strategy for ambitious teams.

Visit Antunes Principal
ValueAI

Nonprofit

ValueAI

Open Training Data

European nonprofit building open AI training data infrastructure with transparency and safety at its core.

Visit ValueAI
Universo AI

Research

Universo AI

Exploratory Agent Systems

AI agent systems for physics and space research. Translating theory into simulation with human oversight.

Visit Universo AI
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Contact

Open to advisory and research collaborations.

Share a brief overview and I will respond within 48 hours.