SYSTEMS, BY DESIGN.
Gabriel Reynoso builds AI systems that run the business.
Multi-agent automation on n8n, custom agent builds, and AI systems architecture for regulated industries: finance and healthcare, with a human in the loop by design.
- ROLE
- AI Systems Architect · Founder, Opportuna Cloud
- FOCUS
- Multi-agent automation on n8n · custom agent builds
- INDUSTRIES
- Regulated: finance and healthcare
- AVAILABILITY
- Contract engagements via Upwork
WHAT I BUILD
Three ways the work shows up.
AUTOMATION
Multi-agent pipelines
n8n workflows and coordinated agents that carry real operational load: routing, decisions, and follow-through, not demos.
BESPOKE
Custom agent builds
Purpose-built agents for problems off-the-shelf tools have not solved, deployed on infrastructure you own.
ARCHITECTURE
AI systems architecture
The design layer: how agents, data, and humans-in-the-loop fit together so the system is accountable in a regulated context.
WHERE TO ENGAGE
One live door. Upwork.
Each channel is scoped to a different kind of engagement. Start with the one that fits.
THE FULL RECORD
Want the full record first?
This page is the hiring door. The depth lives on the main site: three decades of building across six industries, the ventures behind the numbers, the stack running today, and the thesis for what comes next.
VERIFY IT FOR YOURSELF
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