Bridging Complex Business Contexts with Production AI.
I am an AI Engineer and Solution Architect with over 20 years of global experience. I turn ambiguous, high-stakes operational challenges into reliable agentic workflows, autonomous systems, and enterprise data architectures.
The Forward-Deployed Approach: Operational Context First
Artificial intelligence creates value when it integrates directly into operational workflows. Rather than treating AI as an isolated research exercise, I embed directly within client environments to co-design, build, and deploy production software backed by deterministic validation and human-in-the-loop oversight.
Agentic AI & Multi-Agent Workflows
Pioneering stateful multi-agent systems using LangGraph and Pydantic AI. Building deterministic guardrails, structured output validation, and seamless human intervention layers.
Scalable Event-Driven Systems
20+ years of distributed systems engineering. Designing resilient microservices, asynchronous message streaming with Kafka, and modern Snowflake data cloud architectures.
Enterprise Leadership & Governance
Former Accenture Senior Manager & Regional LLM CoE Leader. Directed cross-functional engineering teams of 85+ professionals while enforcing GDPR, HIPAA, and SOC 2 compliance.
Engineered Capabilities Matrix
Filter capabilities by technical domain.
Featured AI Systems & Agentic Builds
Selection of recent production systems, autonomous tools, and proof-of-concept deployments.
Manufacturing Hazard Detection AI Agent
Engineered an automated, safety-focused hazard detection agent combining real-time computer vision streams with LLMs to monitor compliance and operational risk in manufacturing plants.
WhatsApp Multi-Party Calendar Agent
Designed a conversational agentic workflow integrated directly with WhatsApp, automating complex multi-party calendar negotiation and scheduling via stateful graph execution.
Industrial AR Maintenance Assistance PoC
Led end-to-end product design and Technical Proof of Concept of an augmented reality application delivering digital step-by-step instructions to field maintenance technicians.
Linux Local Troubleshooting Agents
Built and deployed locally hosted LLM-driven diagnostic agents optimized for automated Linux system troubleshooting, log analysis, and incident resolution without external network egress.
Blog & Architecture Deep Dives
Interactive visual explanations and production design specifications for modern AI systems.
Inside an LLM: How Large Language Models Work
An interactive visual walkthrough explaining tokenization, embedding spaces, billion-parameter transformer weights, and stochastic decoding.
Hermes Agent Harness - LangGraph + Pydantic Architecture
Deep dive into stateful graph execution loops, Pydantic guardrails, and robust tool orchestration for production autonomous agents.
Hermes Agent & Agentic Framework Architecture
Complete version 3.0 technical specification for autonomous agent loops, memory management, and multi-agent coordination.
Career History & Operational Impact
Independent AI Consultant
Jul 2024 – PresentBelo Horizonte, MG, Brazil
- Architecting agentic AI systems, local diagnostic tools, and AR technical PoCs.
- Advising executives on AI-native tooling (LangGraph, Pydantic AI) and operational playbooks.
Accenture - Senior Manager & Solution Architect
Mar 2015 – Apr 2024LATAM & Global Accounts
- • LLM Center of Excellence Leader (2023–2024): Led 18 engineers/PMs delivering 50+ LLM PoCs across LATAM enterprise accounts.
- • AI Solution Architect, Bank Brazil: Designed orchestrated biometric authentication platform with international UN and DHS teams.
- • Cloud Migration Program Manager, Walmart: Led 85 cross-functional engineers migrating 1,500 data jobs to GCP Dataproc.
- • Big Data Manager, BAT: Supervised extraction of 14TB data into Snowflake HUB-SPOKE architecture.
GAPSO Computer Services - IT Manager
Mar 2008 – Mar 2015Software Engineering Leadership
Managed 25 professionals implementing CMMI / MPS.br quality models. Architected Java EE 3-tier analytical platforms, SOA services, and REST APIs.
Quantified Industry Metrics
Key achievements across global engagements.
Credentials & Multilingual Fluency
Academic Background & Certifications
AWS Certified Cloud Practitioner | AWS Partner Accreditation | Executive Management Coaching
Multilingual Capability
Let's Discuss Your AI Architecture
Whether you need strategic advisory on agentic workflows, hands-on forward-deployed engineering, or leadership for enterprise cloud data modernizations, reach out directly.