01
Applied AI and MCP
Connect AI to the systems your team already uses, with scoped access, traceable workflows and clear boundaries around data and automation.
Explore this serviceSao Paulo → Porto · Working worldwide
RicardoZein
AI, AWS & DevOps.
WordPress & software.
Built for business.
I help B2B teams build and operate software across AI, AWS, DevOps and enterprise WordPress, from integrations and delivery pipelines to production recovery.
- 20+Years building and operating software
- AI + MCPConnected to real business systems
- AWS + DevOpsCloud infrastructure, CI/CD and production
- WordPressEnterprise web platforms since 2007
01 / Client platforms
Selected platform experience
Engineering behind platforms built for scale.
Hands-on work across major consumer brands and international B2B technology, spanning WordPress, frontend systems, platform operations and delivery under pressure.
See client work and selected systemsSelected work completed within agency teams. Client relationship and trade mark details.
02 / Business case
When delivery, production or growth is at risk
Build systems that hold up under real pressure.
Teams bring me in when AI must connect to real systems, AWS or delivery needs stronger ownership, or a WordPress platform has become too risky to change.
I work across software, cloud infrastructure, DevOps, WordPress and technical MarTech integrations to stabilize the situation, reduce handoff gaps and carry decisions into production.
03 / Services
AI integration, AWS, DevOps, WordPress and recovery
Build, operate and recover.
02
AWS, DevOps and platform engineering
Design and improve AWS cloud architecture, CI/CD, Docker, caching, CDN, observability, recovery and the systems that keep production accountable.
Explore this service03
WordPress and technical MarTech engineering
Engineer WordPress platforms, custom software and integrations across HubSpot, Marketo, CRM data and content workflows. The focus is architecture and implementation, not marketing operations strategy.
Explore this service04
Technical advisory and crisis leadership
Stabilize high-risk technical situations, clarify the decision path and move teams from pressure and uncertainty back into controlled delivery.
Explore this service04 / Work
Client platforms and working systems
Delivery range, backed by software.
Recognised client platforms show the operating range. Private systems show how I approach automation, data boundaries, operational visibility and dependable AI when I control the product.
01
Private operations system · In use
Tower
From scattered delivery evidence to one reviewable operating view.
02
Personal product · In development
Finance Coach
Financial coaching that keeps calculations deterministic and AI bounded.
03
Local financial tool · In use
Fin Desk
A read-only financial workspace that gives AI useful context without giving it control.
05 / Experience
Engineering depth with operating responsibility
Code, architecture, delivery and leadership.
Two decades of hands-on engineering back decisions about software, teams and production risk when the pressure is real.
Now Engineering Team Manager at Airfleet
Since 2008 Team, product and operations leadership
High stakes Incidents, recovery and production decisions
Since 2001 Hands-on web engineering and delivery
06 / Contact
AI · AWS · DevOps · WordPress · Software
Turn a technical constraint into a delivery plan.
Tell me what is blocked, risky or ready to scale. I can help define the intervention and carry it through to production.
Start with the problem
Tell me what needs to move.
A short description is enough. I will review it personally and reply with a useful next step.