I build AI systems and write about them.
A computer engineer from Minas Gerais, now an AI/Automation Scrum Master at Allianz Technology. I've spent the last years designing generative-AI architectures and agents in healthcare and insurance. Here you'll find my essays, the products I built and the reference library that guides me.
From the blog
See all posts →Memory as infrastructure: how persistent context in multi-agent architectures redefines customer service
7 min read · 95 👁
Pricing, Cost and Value Delivery of Deep Learning Products as a New Market Paradigm
6 min read · 38 👁
Balancing Agentic Generative AI Frameworks with Legacy RPA Systems
6 min read · 63 👁
“Wide Context Awareness”: The potential of LLMs for effective digital customer service that truly understands your client.
5 min read · 127 👁
Using LLMs for Data Transformation (ETL) in Data Lake Projects
4 min read · 58 👁
Latest Open-AI announcements powering no-code tools for GenAI Product Management
6 min read · 91 👁
Hugging Face - GenAI Data Scientist's Playground
4 min read · 107 👁
Architecture for Multi-Source Data Analysis with Generative AI
5 min read · 113 👁
Memory as infrastructure: how persistent context in multi-agent architectures redefines customer service
7 min read · 95 👁
Pricing, Cost and Value Delivery of Deep Learning Products as a New Market Paradigm
6 min read · 38 👁
Balancing Agentic Generative AI Frameworks with Legacy RPA Systems
6 min read · 63 👁
“Wide Context Awareness”: The potential of LLMs for effective digital customer service that truly understands your client.
5 min read · 127 👁
Using LLMs for Data Transformation (ETL) in Data Lake Projects
4 min read · 58 👁
Latest Open-AI announcements powering no-code tools for GenAI Product Management
6 min read · 91 👁
Hugging Face - GenAI Data Scientist's Playground
4 min read · 107 👁
Architecture for Multi-Source Data Analysis with Generative AI
5 min read · 113 👁
Projects
Products and experiments I built end to end.
Refs — references by theme
A living library of papers, reports and frameworks I follow.
Agentic AI & Multi-Agent Orchestration8RAG, Memory & Context Engineering8Evaluation, Reliability & Guardrails8AI Governance7AI Regulation (Brazil & global)7AI in Regulated Sectors6Agentic AI & Multi-Agent Orchestration8RAG, Memory & Context Engineering8Evaluation, Reliability & Guardrails8AI Governance7AI Regulation (Brazil & global)7AI in Regulated Sectors6
Organizational Design & Operating for AI6AI Product Management6AI Strategy & Economics6AI Safety & Alignment6LLMOps, Platforms & Open Source7Maturity, Adoption & Future of Work6Organizational Design & Operating for AI6AI Product Management6AI Strategy & Economics6AI Safety & Alignment6LLMOps, Platforms & Open Source7Maturity, Adoption & Future of Work6