Architecting Agentic AI Systems & Resilient Enterprise Data Platforms.
I am an AI Solution Architect with 20+ years of international leadership across LATAM, the US, and Europe. Former Accenture Senior Manager & Regional Generative AI Center of Excellence Leader. I bridge ambiguous corporate requirements with rapid, hands-on engineering execution—delivering verified multi-agent systems, deterministic validation harnesses, and multi-region cloud migrations.
Foundational Architectural Principles
Multi-Agent Orchestration & Harnesses
Stateful cyclic graphs (LangGraph, Pydantic AI) enforcing strict schema validation shields, circuit breakers, and secondary Judge LLMs to stop hallucinations before execution.
Event-Driven Distributed Systems
Two decades of distributed architectures. Enterprise messaging (Kafka, NiFi, Airflow), low-latency RPCs, and analytical platforms (Snowflake, WhereScape, Dataproc) running at TB-scale.
Strategic Leadership & Governance
Directed multi-disciplinary cross-border engineering units (up to 85 engineers & architects). Embedded GDPR, HIPAA, SOC 2 guardrails, and automated verification matrices into mission-critical pipelines.
Technical Deep Dives & Specs
Inside an LLM: How Large Language Models Work
Interactive visual journey breaking down sub-word tokenization, continuous embeddings, 80-layer transformer attention matrices, and stochastic temperature dice sampling.
Hermes Agent Harness Architecture
Production implementation of cyclic agent graphs with dual-layer validation: deterministic Pydantic structural guardrails paired with a secondary LLM Judge Evaluator.
Hermes Agentic Architecture Loop Specification
Full specification for autonomous loops, Mermaid process diagrams, active local UNIX sockets (/tmp/hermes.sock), POSIX PTY execution sandboxes, and MCP pipes.
Engineered Capability Matrix
Professional Experience & Leadership Record
Independent AI Solution Architect & Consultant
Belo Horizonte, MG, Brazil- Sigga Technologies: Led discovery and architectural design of an autonomous knowledge transfer agent utilizing Azure and GPT-4 to assist junior engineers in streamlining technical onboarding and troubleshooting.
- Conversational Scheduling Agent: Designed and deployed a message-driven scheduling agent integrated with WhatsApp and GCP Gemini to automate calendar management, reminders, and operational workflows.
- Self-Healing Diagnostics: Engineered local state-machine diagnostic tools for offline Linux recovery and troubleshooting.
Accenture — Senior Manager & Solution Architect
LATAM & Global AccountsFounded and scaled an engineering unit of 15 developers and 3 project managers, establishing reusable architecture templates and data governance policies enabling the successful delivery of 50+ GenAI proof-of-concepts across financial services, aviation, and education clients in LATAM.
Product-designed a high-security biometric authentication platform. Formulated event-driven orchestrated architectures and estimated cost models meeting rigorous regulatory compliance standards.
Leader of the 85-person Accenture team (data engineers, data architects, developers) across Brazil and Argentina. Migrated and adapted 1,500 ETL jobs from 5 global regions with zero downtime. Automated validation mechanisms and built +100 custom implementation scripts, saving 20% in annual operational cloud costs.
GCP Dataproc, Airflow, Python, Scala, Java, SQLClient-facing lead with oversight of 4 concurrent software projects for the Oil & Gas industry. Executed UX design, data mapping, and process mining solutions that optimized supply chain efficiency and reduced inventory out-of-stock anomalies.
Executed modernization strategy extracting 14TB+ of enterprise data into Snowflake Hub-Spoke BI reporting models. Directed technical teams across WhereScape, Snowflake, GCP, and Bash scripting.
GAPSO Computer Services — IT Manager & Systems Architect
Belo Horizonte, MG, BrazilManaged an engineering department of 25 software professionals and led institutional quality processes (CMMI Level 3, MPS.br). Architected Java EE 3-tier analytical platforms, SOA microservices, and continuous delivery pipelines. Reduced supply chain out-of-stock anomalies by 60% and gained 35% logistical efficiency for YPF Argentina.
Education & Certifications
• AWS Certified Cloud Practitioner
• AWS Partner Accreditation & AWS GenAI Trainer
• Executive Management Coaching & Team Development (S&M Brazil)
Languages & Global Mobility
Let's Build Reliable AI Infrastructure.
Available for strategic AI advisory, autonomous workflow architecture, forward-deployed engineering, or technical due diligence.