Fernando Lucas Berti

Key Skills

Software

Micro1

Mindrift

Top Subject Matter

Legal Services & Contract Review

Paralegals & Legal Assistants

General Domain Expertise

Top Data Types

Document

Text

Video

Top Task Types

Prompt Response Writing SFT

Bounding Box

Text Generation

Question Answering

RLHF

Evaluation Rating

Freelancer Overview

Legal AI Trainer. Brings 15+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Micro1 and Mindrift. Education includes Postgraduate Certificate, Faculdade Pólis Civitas (2025) and Postgraduate Certificate, UNIASSELVI (2017). AI-training focus includes data types such as Document and Text and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Labeling Experience

AI Trainer

MindriftText

As an AI Trainer at Mindrift, I executed complex prompt analysis and structured output generation for high-quality model training data. My role included response evaluation, validation, and strict adherence to guidelines and quality frameworks. I performed comparative analyses, flagged compliance risks, and ensured all deliverables met factual and structural standards. • Applied a structured methodology to decompose and execute AI training tasks. • Ensured completeness, logical coherence, and real-world applicability of AI responses. • Conducted fact-checking and flagged ambiguous, misaligned, or risk-prone prompts and outputs. • Managed workflow, quality assurance checks, and time control within platform constraints.

As an AI Trainer at Mindrift, I executed complex prompt analysis and structured output generation for high-quality model training data. My role included response evaluation, validation, and strict adherence to guidelines and quality frameworks. I performed comparative analyses, flagged compliance risks, and ensured all deliverables met factual and structural standards. • Applied a structured methodology to decompose and execute AI training tasks. • Ensured completeness, logical coherence, and real-world applicability of AI responses. • Conducted fact-checking and flagged ambiguous, misaligned, or risk-prone prompts and outputs. • Managed workflow, quality assurance checks, and time control within platform constraints.

2026 - Present

Legal AI Trainer

Micro1DocumentPrompt Response Writing SFT

As a Legal AI Trainer at Micro1, I designed and refined prompts for legal reasoning and curated annotated datasets for LLM training within the Paralegals & Legal Assistants domain. I conducted structured evaluation, output validation, and feedback for model improvement, focusing on compliance and quality assurance. I collaborated with technical and domain teams to ensure dataset and output alignment with legal standards. • Curated and annotated legal documents, contracts, and litigation material for AI model training. • Conducted comparative analysis between AI outputs and real legal cases for contextual accuracy. • Validated AI responses on logical consistency, statutory alignment, and formatting requirements. • Acted as a domain reviewer, safeguarding professional and domain accuracy standards.

As a Legal AI Trainer at Micro1, I designed and refined prompts for legal reasoning and curated annotated datasets for LLM training within the Paralegals & Legal Assistants domain. I conducted structured evaluation, output validation, and feedback for model improvement, focusing on compliance and quality assurance. I collaborated with technical and domain teams to ensure dataset and output alignment with legal standards. • Curated and annotated legal documents, contracts, and litigation material for AI model training. • Conducted comparative analysis between AI outputs and real legal cases for contextual accuracy. • Validated AI responses on logical consistency, statutory alignment, and formatting requirements. • Acted as a domain reviewer, safeguarding professional and domain accuracy standards.

2026 - Present

Education

Work History