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Florencia Ini

Florencia Ini

Legal Subject Matter Expert (SME) | AI Training / LLM

Argentina flagBuenos Aires, Argentina
$50.00/hrIntermediateMercorMindriftMicro1

Key Skills

Software

MercorMercor
MindriftMindrift
Micro1
Scale AIScale AI

Top Subject Matter

Senior Legal Expert - AI training and model evaluation
Law - Legal Research
Law - Litigation

Top Data Types

TextText
DocumentDocument
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Top Task Types

RLHFRLHF
Red TeamingRed Teaming
Evaluation/RatingEvaluation/Rating

Freelancer Overview

Senior Legal Expert specializing in AI training and model evaluation. Scholarship-funded specialization from the University of Texas at Austin School of Law and a postgraduate degree in Public and Criminal Policy, with nearly a decade of experience advising on complex legal frameworks across public law, government regulation, and compliance. Background includes leading nationwide legal strategies and coordinating multidisciplinary teams within public administration. Currently applying that expertise to legal task design and model evaluation — building prompts across public and private law, applying scoring rubrics, and auditing model outputs to ensure logical accuracy and legal reliability in generative AI systems.

IntermediateEnglishSpanish

Labeling Experience

Legal Subject Matter Expert (SME) | AI Training / LLM

TextEvaluation Rating
As a Legal Subject Matter Expert at, I specialize in legal task design and model evaluation for AI training. I build and assess complex legal prompts, focusing on Deep Research, reasoning, and adversarial tasks covering Argentine and Latin American law along with comparative analysis. My work involves applying structured scoring rubrics, performing side-by-side model rankings, and auditing model outputs to ensure legal reliability and accuracy. • Designed and scored prompts for Large Language Model (LLM) training in legal contexts. • Assessed factual reliability, jurisdictional accuracy, and legal reasoning of model responses. • Carried out side-by-side ranking, comparison, and auditing model failure modes. • Focused on identifying and correcting legal hallucinations in generative AI model outputs.

As a Legal Subject Matter Expert at, I specialize in legal task design and model evaluation for AI training. I build and assess complex legal prompts, focusing on Deep Research, reasoning, and adversarial tasks covering Argentine and Latin American law along with comparative analysis. My work involves applying structured scoring rubrics, performing side-by-side model rankings, and auditing model outputs to ensure legal reliability and accuracy. • Designed and scored prompts for Large Language Model (LLM) training in legal contexts. • Assessed factual reliability, jurisdictional accuracy, and legal reasoning of model responses. • Carried out side-by-side ranking, comparison, and auditing model failure modes. • Focused on identifying and correcting legal hallucinations in generative AI model outputs.

2025 - Present

Education

A

Amnesty International, Georgetown University and Latin American Team for Justice and Gender (ELA)

Diploma, Feminist Strategic Litigation

Diploma
2024 - 2024
N

National University of Quilmes

Postgraduate Diploma, Public Prosecution Management, Adversarial System, and Criminal Policy

Postgraduate Diploma
2023 - 2024

Work History

C

Center for Legal and Social Studies

Lawyer

Buenos Aires
2023 - 2025
M

Ministry of Women, Genders, and Diversity of Argentina

National Legal Coordinator

Buenos Aires
2020 - 2023