I build AI that works inside the corporate stack

Five years between industrial infrastructure and corporate systems. The messy part where AI actually has to live: legacy databases, auth, permissions, integrations. I write here about what I learn building it.

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Multi-tenant ERP

An ERP from scratch (finance, accounting, accounts payable and HR) built to hold more than one client in the same database without leaking a single row between them.

working.NET · PostgreSQL · Angular · Terraform · Azure · Docker

A truco agent that learns to bluff

A Truco Gaúcho engine in C#, a second engine in Python, and an agent trained by self-play that has to bluff in order to play well, served to a Unity client.

workingPython · Reinforcement Learning · Gymnasium · FastAPI · C# · Unity
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  • Alliance One BrasilMay 2024 — present
    .NET Developer

    Proposed and built an internal AI assistant on Microsoft Copilot: it retrieves from the company documentation base (RAG) and generates standardized requirement documents end to end. Power Automate orchestrates it, with Office Scripts and a Word VBA module applying the formatting standard. Estimated 50%+ cut in specification effort. Presented to global leadership in the US.

  • Japan Tobacco InternationalFeb 2021 — May 2024
    IT Infrastructure & Operations Consultant

    Diagnosed and eliminated a recurring failure in the processing plant: ruled out the assumed network-coverage cause, isolated the fault to the Bluetooth link between handheld scanners and tablets, and drove testing, firmware validation and homologation of the replacement hardware.

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