Senior AI Engineer Agentic AI · RAG · Architecture

AI agents in production

Filipi Moraes, wearing glasses and a navy sweater, with a slight smile

Hi, I'm FILIPI.

Senior AI
Engineer

I put generative AI into production: agents with LangGraph, RAG, guardrails, evals and observability, wired into the company's systems. Testable, governed and live.

See projects

Recife, Brazil · Remote

New AI,
old discipline.

See a case from the inside CauSium / FinOps

Building software / 2016–2026

Built withThe everyday toolkit.

  • Python
  • LangGraph
  • LangChain
  • FastAPI
  • Claude
  • Postgres
  • ClickHouse
  • Docker
  • Kubernetes
  • Spring Boot
  • React
  • TypeScript
Under the hood

From sketch. To shipped.

FinOps for the cloud, end to end: a read-only Azure connector, per-organization isolation with row-level security, FOCUS-aligned cost data and explainable numbers, with the evidence behind every value.

CauSium · FinOps SaaS / founder · 2026Azure · multi-tenant · private beta

CauSium executive overview with sample data: cloud spend, cost trend with forecast and data health
Sketch of the same screen in gray boxes, with handwritten notes
Sketch Shipped

Drag to see the processDrag / arrow keys

02 / Behind the code

More than code.
Systems that work.

I'm Filipi, a Senior AI Engineer. I've been writing software since 2016, and today I design and evolve generative AI agents in large-scale enterprise environments. I bring software engineering, architecture and product thinking together so an LLM becomes a system: testable, observable, secure and governed in production.

Education & focus

Education

  • Software Engineering2025 – 2028Bachelor's degree at UniFatecie, in progress.
  • Systems Development2025 – 2026Technical degree from Globaltec, completed.
  • Agentic AI in production2023 – nowPython · LangGraph · LangChain · Langfuse · FastAPI

Specialties

  • Agentic AI
  • RAG
  • Tool calling
  • Evals & tracing
  • Guardrails
  • Microservices
  • Azure · AWS · GCP

From prototype to production

  1. 01
    Problem

    I map the flow, the data and where things can go wrong.

  2. 02
    Architecture

    State, tools, memory and what never runs without a human.

  3. 03
    Prototype

    An agent working with real data and structured outputs.

  4. 04
    Reliability

    Guardrails, retries, timeouts, fallbacks and evals.

  5. 05
    Production

    Tracing in Langfuse and data-driven iteration.

Autonomy isn't declared. It's earned with data.
Filipi

AI that runs
in production.

03 / Experience

Always building. Always live.

Experience & milestones

  • Technical reference in generative AI for Vivo: an agent platform for technical support, context routing and disambiguation, modular architecture, and observability with tracing and evals in Langfuse.

05 / Let's talk

Let's talk
agents.

Agent architecture, RAG in production, or a good conversation about generative AI. Reach out here.

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© 2026 Filipi Moraes · AI that runs in production.

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