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Fredy Islas

Legal Content Specialist & LLM Training Analyst

Mexico flagMexico City, Mexico
$7.00/hrIntermediateInternal Proprietary Tooling

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

Legal (civil and commercial law, legal compliance, contracts)
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

DocumentDocument
TextText

Top Task Types

RLHF

Freelancer Overview

Legal Content Specialist & LLM Training Analyst. Brings 9+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Laws, N/A (2018). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglishSpanish

Labeling Experience

Legal Content Specialist & LLM Training Analyst

Text
Evaluated accuracy and logical validity of automated legal content for Large Language Model (LLM) training and validation. Conducted critical reviews and identified biases or fallacies in generated legal texts. Ensured high-quality data labeling for complex legal scenarios. • Performed expert analysis on legal documents generated by AI • Validated regulatory alignment and compliance in LLM outputs • Supported technical teams with domain-specific knowledge for improved data quality • Facilitated the improvement of model outputs through detailed error correction

Evaluated accuracy and logical validity of automated legal content for Large Language Model (LLM) training and validation. Conducted critical reviews and identified biases or fallacies in generated legal texts. Ensured high-quality data labeling for complex legal scenarios. • Performed expert analysis on legal documents generated by AI • Validated regulatory alignment and compliance in LLM outputs • Supported technical teams with domain-specific knowledge for improved data quality • Facilitated the improvement of model outputs through detailed error correction

2020 - Present

Education

N

N/A

Bachelor of Laws, Law

Bachelor of Laws
2018

Work History

S

Self-Employed

Legal Consultant

Mexico City
2020 - Present
N

N/A

Legal Content Analyst

Mexico City
2018 - 2020