consulting
Juiz de Fora · gmt-3
From decision to delivery
Architecture, applied AI and custom software for companies ready to move from uncertainty to a solution running in production.
A free introductory conversation of up to 30 minutes. We discuss your context, assess the fit and agree on the next step.
Find the starting point for your project. Each specialty explains potential applications, scope and how we can work together.
Technology shaped by your operational requirements.
Connect intake, documents and knowledge with automation and human review.
Explore solutionsConnect providers, reconcile records and track operational exceptions.
Explore solutionsConnect clinic intake and administrative workflows with deliberate data access controls.
Explore solutionsWebsites, apps and systems for parishes, dioceses and charities, with care for members' data.
Explore solutionsFrom presenting your offer to building your product.
An outside look at the architecture and processes you already have.
Does your project span more than one area?
Let's find the right approachThree ways forward. We start with your context, then define scope, deliverables and investment in the proposal.
Taking the idea off paper: discovery, architecture, the right stack for the problem, development and deploy. Web, mobile, API - the language is a detail.
Who it is for
Founders, companies and communities with a clear idea and no technical team.
What you receive
LLMs, agents and RAG wherever there is repetitive work, documents and rules - with precision, traceability and controlled cost.
Who it is for
Teams handling large volumes of documents, triage or repetitive tasks that need automation with review and traceability.
What you receive
An outside look at what is already running: architecture review, process mapping (BPMN) and a technical plan - hourly or as a package.
Who it is for
Companies with a system or operation in place that feel something is stuck: slow delivery, rework, fragile integrations.
What you receive
where the proof comes from
Three years on Transfero's Crypto Squad: started on .NET/Azure and, in 2026, architected the company's new Node/AWS stack. The stack changes; the method of taking ideas off paper and keeping them alive in production doesn't.
0→1
A multi-source price aggregator, an institutional custody provider and an SDK + template that became the standard for 10+ team integrations. Each started as an idea and shipped to production.
488
Production changes executed, L3 on-call on payment ramps, pipelines, HPAs and Terraform for ~15 services. I know what breaks at 3 a.m. - and design so it doesn't.
AI
Built the squad's MCP server (work items, wiki, PR review) and shipped an entire product spec-first with agents: 79 PRs in 3 weeks, a network simulator in CI, a console with 2FA.
KYT
KYT/AML with Chainalysis, Circle Payments Network integration with DFNS custody, PIX via QR Code, idempotency and reconciliation. Where mistakes cost money, architecture is risk management.
From first contact to handoff. No black box, no surprises.
Free 30-min call to understand the problem and see if it makes sense for both of us.
Context analysis, clear scope, timeline and investment estimate - always in writing.
Incremental delivery with you involved closely. Short demos, decisions made together.
Code, documentation, and team training when it makes sense. You stay autonomous, not dependent.
A 30-minute call, free and with no strings attached. I'll tell you if I can help and how. If not, I'll recommend someone who can.
Remote by default (Brazil, GMT-3). Occasional in-person work in São Paulo is possible for clients who need it, arranged case by case.
Depends on scope. Mentoring and reviews: 2 to 4 weeks. Development projects: 1 to 4 months. Ongoing engagements: month-to-month.
Fixed-price project with clear scope, hourly for one-off needs, or monthly retainer for ongoing support. The model is spelled out in the proposal.
From solo founders to mid-sized companies. For large corporations I typically work with specific teams, not at the organization-wide level.
Core in .NET, C#, Azure, and AWS. Pragmatic in Node, Python, Next.js, and whatever the problem needs - I won't push my favorite stack if another one solves it better.
Send a WhatsApp message with the context. I'll reply within one business day.