From agents to reliable systems.
Architecting multi-agent workflows, custom LLM integrations, fine-tuned open-weights models, RAG pipelines, and LLMOps infrastructure for enterprise use.
ARCHITECTURE · DEPLOYMENT · GOVERNANCEAI & TECHNOLOGY EXECUTIVE · PhD IN COMPUTER SCIENCE
AI that works
at enterprise scale.
I bridge advanced research and production-grade execution: architecting agentic AI, modernizing cyber operations, and leading transformation where the stakes are real.
GUILHERME SCHNEIDERENGINEERING LEADER · CTO · ADVISOR
23+YEARS IN TECHNOLOGY
& TRANSFORMATION
& TRANSFORMATION
$250M+P&L ENVIRONMENTS
ACROSS LATAM & EMEA
ACROSS LATAM & EMEA
6,000PROFESSIONALS LED
AT ENTERPRISE SCALE
AT ENTERPRISE SCALE
01 / APPROACH
RESEARCH DEPTH. PRODUCTION DISCIPLINE.
The value of AI is proven in the operating environment, not the demonstration.
My work connects model capability to enterprise architecture, security, governance, and adoption. The goal is to make AI dependable enough for real workflows and measurable enough for executive decisions.
02 / EXPERTISE
Built for complexity.
Measured by outcomes.
Hands-on architecture and executive delivery across AI, cyber resilience, and large organizations.
Engineering alongside the client.
Co-designing production architectures with client teams in financial services, retail, and manufacturing, translating domain constraints into scalable AI deployments.
FIELD DELIVERY · SYSTEMS ARCHITECTURESecurity embedded in operations.
Establishing and leading SOC operations, incident response frameworks, and automated telemetry. Agentic AI applied in client SOCs has reduced response time and operational costs by 50%.
SOC · INCIDENT RESPONSE · CONTINUITYTechnology with business accountability.
Leading cross-functional organizations of up to 6,000 professionals, secure software delivery, and large-scale transformations while aligning engineering outcomes with margin and resilience.
P&L · DELIVERY · TRANSFORMATIONPLATFORMS & FRAMEWORKS
Amazon Bedrock · LangGraph · LangChain · Azure AI Foundry · Google ADK · IBM watsonx Orchestrate
PRODUCTION PROOF POINT50%
reduction in incident response time and operational costs through Agentic AI applied in client Security Operations Centers.
03 / BACKGROUND
THE PERSON BEHIND THE WORK
Technical depth.
Executive range.
I operate at the point where advanced technology becomes an enterprise responsibility.
My PhD in Computer Science, with research in deep learning, informs a career spanning more than 23 years of enterprise AI, cybersecurity operations, and digital transformation across Latin America and EMEA.
In addition to enterprise work, I serve as an Expert Advisor to the EU CyberNet initiative, supporting governments, ministries, and regulators on national cybersecurity strategy, critical infrastructure protection, and institutional readiness.
My background also includes advanced study in business, marketing, and executive leadership at Harvard Kennedy School, IMD, and George Washington University. I hold academic leadership appointments and mentor doctoral candidates across Africa, Europe, and Latin America, with research interests in AI governance, digital ethics, and cyber policy.
04 / NEXT STEP
Let's put intelligence
to work.
For enterprise AI, forward deployed engineering, and cyber resilience conversations, I welcome a direct discussion.