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Fernando L. — Senior Legal AI Trainer from Brazil

Fernando L.

Senior Legal AI Trainer

Brazil 6+ years
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Languages
EnglishPortuguese
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About

Fernando B. is an Attorney and Legal Consultant with over a decade of experience in Brazilian public sector law, contract management, regulatory compliance, and litigation. He has represented municipalities in more than 540 judicial cases annually, designing defense strategies that resulted in savings exceeding BRL 22M and implementing compliance frameworks that cut procurement cycle times by 75%. His portfolio includes the management and review of 350+ contracts per year, work on large-scale public events, and the drafting of legislative and regulatory documents. Since 2025, Fernando has supported U.S. clients with contract disputes, extrajudicial notifications, and bilingual analysis bridging U.S. and Brazilian legal contexts. As a Legal AI Trainer with Micro1, he refines AI legal reasoning models through prompt engineering, dataset curation, and AI-assisted legal automation. Fernando’s work sits at the intersection of law and machine learning, marked by successful AI-driven innovations for legal workflows and public procurement analysis.

Experience

  • Legal AI Trainer

    Micro1 · 2026 — Present
    ● Designed, tested, and refined prompts for complex legal reasoning tasks within the Paralegals & Legal Assistants domain, ensuring outputs aligned with real-world legal standards, statutory frameworks, and jurisprudence. ● Conducted structured evaluation of AI-generated responses, identifying logical inconsistencies, hallucinations, and compliance gaps, and providing precise corrective feedback to improve model performance. ● Annotated and curated legal datasets, including contracts, litigation materials, and regulatory documents, to enhance contextual accuracy and domain-specific understanding of LLMs. ● Performed comparative analysis between AI-generated outputs and real legal cases, strengthening model reliability in areas such as civil liability, public procurement, and contract law. ●

  • Small Claims Judge

    Court of Justice of the State of Paraná · 2018 — 2019
    ● Presided over conciliation and adjudication hearings, applying negotiation and mediation techniques to resolve civil and consumer disputes. ● Drafted judicial opinions, settlement agreements, and procedural orders for homologation by supervising judges. ● Conducted case analysis, evidence review, and witness examination, ensuring due process and legal compliance. ● Promoted Alternative Dispute Resolution (ADR) practices to reduce case backlog, lower litigation costs, and accelerate outcomes.

  • Legal Counsel

    Municipality of Marechal Candido Rondon · 2016 — Present
    ● Represented the client (municipality) in 540+ litigation cases annually, developing legal strategies in areas such as liability, healthcare, infrastructure, and urban development. ● Acted as legal counsel on administrative, regulatory, and contractual matters, including full legal advisory for large-scale public events, involving over 100,000 attendees and contract portfolios ranging from BRL 50K to 800K per engagement. ● Experience in contract lifecycle management, reviewing and drafting an average of 350+ contracts per year, including redlining, deadline tracking, and use of contract management systems. ● Elaborate financial assessments for damages and tax obligations, independently or with accountants, ensuring accuracy and regulatory

  • Judicial Clerk

    Court of Justice of the State of Paraná · 2012 — 2016
    ● Provided litigation support to judges in civil and criminal proceedings, drafting motions, judicial rulings, and procedural briefs. ● Conducted legal research and case analysis to support decision-making in high-volume litigation. ● Managed 2,500–3,000 active case files annually, ensuring compliance with deadlines and procedural rules. ● Coordinated with attorneys, litigants, and public officials to facilitate hearings and maintain accurate case records. ● Monitored procedural timelines and legal workflows, applying efficiency practices similar to case management systems in law firms

Skills & Expertise

AI and Data ScienceAI EngineerCompliance

Education

  • Postgraduate Certificate in Administrative Law
    Faculdade Pólis Civitas · 2024 — 2024
  • Postgraduate Certificates in Civil Litigation
    UNIASSELVI · 2016 — 2017
  • Postgraduate Certificates in Civil Law
    UNIASSELVI · 2016 — 2017
  • ● Bachelor of Laws (LL.B. equivalent)
    Western Paraná State University · 2010 — 2015