At N&G Law Firm, I develop and maintain a legal platform that connects official case law and legislation with document generation, deadline management, and evidence-tampering defenses. It includes seven purpose-built MCP servers and a SHA-256 chain of custody.
As an Associate Attorney, I represent clients across more than 625 active cases, from initial case theory through appellate proceedings. My practice includes civil, labor, public, tax, corporate, and intellectual property law.
At Outlier.AI, I compare model responses and document the criteria behind my judgments in Portuguese and English. As a Data Trainer, I create and review prompts, rank responses, and test models for inaccuracies and bias, including in legal contexts.
My independent projects include data-driven study tools, automated content and video workflows, and Urânia, a web platform with a custom astronomical engine built on Skyfield and JPL DE421. I also work on direct-response marketing, paid traffic, and spreadsheet modeling.

