Software developer and AI engineer, from data to production

• 5 days → 30 minto prepare a client dataset and deliver it into the pipelineLiquid AI. From about five days down to as little as 30 minutes, replacing case-by-case manual work with API-driven extraction and pre-normalization assisted by AI.
• 20+real estate developers on the data pipeline I operatedLiquid AI. Mortgage datasets that become metrics inside the product.
• 0% → 92%coverage on pipelines that shipped to production with no testsLiquid AI. 920 cases written across two pipelines, which reached 84% and 92%, with a coverage gate in CI and deploys blocked when the suite fails.
• 4.800+test cases protecting the pre-normalization engineLiquid AI. Unit, integration, regression and parity tests, against silent breakage on every data transformation change.
• 15+ yearsbuilding software, from agency to bankSince 2011, with six years on high-scale products at Itaú Unibanco, Pipefy and Skyone.
• 2012the year I started publishing open source476 followers and 122 public repositories on GitHub, with Rust tools published on crates.io.

• End-to-end product

  For anyone who needs to take a product off the whiteboard without staffing a whole team. Interface, backend, database and infrastructure, from opportunity to production, with the test written before the code.

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• AI and data in production

  For anyone with data arriving in different formats and manual process blocking operations. Data pipelines and agents that automate the repetitive work, with a regression suite protecting every change.

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• AI engineering standard

  For teams that already use coding agents, but with no standard or control. An AI-assisted development flow with mandatory TDD, quality gates and executable security guardrails.

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1. nov/2025 – sep/2026

   AI Engineer • Full Cycle Developer

   Liquid AI

   I owned the data pipeline that turns client real estate developers' datasets into metrics inside Liquid's products, and the AI-assisted development framework that sustained software delivery.

   • Cut the interval between receiving a dataset and delivering it pre-normalized into the pipeline from about five days down to as little as 30 minutes, with API-driven extraction and pre-normalization assisted by AI.
   • Designed and built Play Manager, an internal product that became the source of truth for the operation, with phase, owner, deadline and health of every dataset visible in one place for the team and leadership.
   • Covered with tests two pipelines that shipped to production with no automated tests, 920 cases taking coverage from 0% to 84% and 92%, with a CI gate and deploys blocked when the suite fails.
   • Built the internal AI-assisted development framework on Claude Code, with 106 automations, 34 commands, 19 specialized agents, mandatory TDD per tool and 21 inviolable security rules.
   • Orchestrated three AI CLIs with separated roles, under the rule that whoever writes does not judge, and the orchestrator is the only one who validates against the gates and versions.
2. aug/2025 – oct/2025

   Technology Manager

   Norte Marketing

   I led the technology area as the team's main technical reference, owning architecture, technical design, documentation and delivery management.

   • Rolled out an adapted Scrum agile culture, integrating Jira, Bitbucket and Confluence to make deliveries predictable.
   • Automated versioning and deploys in AWS pipelines, with linters and automated tests as a quality gate.
   • Implemented preview environments per Pull Request, shortening the QA validation cycle.
3. dec/2024 – apr/2025

   Senior Frontend Developer

   Skyone Solutions

   React applications for digital products used daily by thousands of users.

   • Built a design system and reusable component library, cutting rework across squads.
   • Optimized performance with a focus on Core Web Vitals, technical SEO and accessibility.
   • Led code review, defined development standards and mentored junior and mid-level developers.
4. apr/2022 – jun/2024

   Senior Software Engineer

   Itaú Unibanco

   Microfrontend products for the bank's unauthenticated pages, at the intersection of Marketing and Technology.

   • Implemented personalization and A/B testing with VWO and Salesforce Interaction Studio for the unauthenticated audience.
   • Raised accessibility, performance and clarity of the public journeys, in an environment of very high traffic and strong regulatory demand.
   • Translated marketing demand into sustainable frontend architecture, alongside the business teams.
5. jun/2020 – nov/2021

   Senior Fullstack Developer

   Risknow.ai

   Data intelligence dashboards applied to the mortgage credit journey, integrating APIs, microservices and WhatsApp bots that shortened the property appraisal and financing cycle.

6. mar/2019 – feb/2020

   Senior Frontend Developer

   MedPrev e Trackmob

   Reactive interfaces in Vue.js and Nuxt.js consuming REST and GraphQL at MedPrev. At Trackmob, Vue.js dashboards on Ruby on Rails for NGOs to track campaign impact in real time.

7. oct/2017 – mar/2019

   Senior Web Developer

   Nossa Causa e Workshop Agência & Escola

   Responsive and accessible WordPress sites for institutional clients and NGOs, also acting as UX and analyst in planning the solutions.

8. sep/2016 – oct/2017

   Senior Frontend Developer and UX Designer

   LojasKD Móveis

   Symfony e-commerce consuming microservices in Node.js, Python and PHP, with user research and A/B testing after the promotion to UX Designer.

9. jan/2015 – aug/2016

   Mid-level Front-end Developer

   Pipefy e MalaPronta.com

   I started the new interface of Pipefy's process management platform. At MalaPronta.com, I modernized a five-year-old layout for responsive and cut server load by cleaning and minifying CSS and JavaScript.

10. nov/2010 – may/2014

    Web Developer

    Agência WX, IBPT, Salsa:Mobion, Totalize e Agência CGDW

    Career start in PHP, MySQL, WordPress and Magento: institutional sites, online stores, proprietary CMSs and a drag-and-drop page builder for WordPress.

• jan/2015 – dec/2016

  Technologist in Internet Systems, Universidade Positivo

• jan/2010 – dec/2011

  Technical in Computing, Colégio Estadual do Paraná

Stack

• TypeScript
• JavaScript
• Python
• Rust
• Go
• PHP
• Ruby
• React
• Next.js
• Vue.js
• Nuxt
• Angular
• Astro
• Tailwind CSS
• Node.js
• Bun
• Express
• Hono
• FastAPI
• Laravel
• Symfony
• Ruby on Rails
• GraphQL
• PostgreSQL
• MySQL
• DynamoDB
• Firebase
• Polars
• AWS
• Google Cloud
• BigQuery
• Docker
• Playwright
• Vitest
• Electron
• WordPress
• Claude Code
• Codex
• Gemini CLI
• Grok
• Antigravity
• Cursor
• MCP

About this site

This site is also a case study: it was built to be read by people and by AI agents, with the same content in both layers.

Built with

Astro 7 rendered on the server, TypeScript and Tailwind CSS 4, published on Firebase App Hosting.

For agents

An MCP server, AGENTS.md, llms.txt and a markdown version of every page, opened by the AI button in the corner of the screen. How to connect

Light by default

A single browser script, under 1.5 KB, for the pointer effect and the copy buttons. Project art is SVG generated on the server.

Privacy

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How it was made

Built with Claude Code, with tests written before the code and automatic gates for contrast, keyboard, 320px screens and data leaks.