Laura Aouadi

Key Skills

Software

Scale AI

Other

Top Subject Matter

Large Language Models (LLMs)

AI Validation

Quality Control

Top Data Types

Text

Document

Image

Top Task Types

Fine Tuning

Red Teaming

Classification

Question Answering

Text Summarization

RLHF

Transcription

Evaluation Rating

Text Generation

Data Collection

Prompt Response Writing SFT

Point Key Point

Freelancer Overview

French AI Quality Control Lead. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI and Other. Education includes Master of Science, Louvain School of Management (2021) and French-Spanish Baccalaureate, Lycée L. Gambetta (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Fine-tuning.

Labeling Experience

French AI Quality Control Lead

Scale AIText

As the French AI Quality Control Lead, I led validation and quality workflows for the French market. I was responsible for overseeing team quality metrics, reviewing complex or disputed tasks, and coordinating with stakeholders. My work included ensuring consistent validation decisions, guideline clarification, and continuous improvement in practices. • Acted as primary contact for French validation team. • Developed and refined operational processes and evaluation standards. • Drove improvement in consistency rate, alignment score, and flag rate. • Delivered feedback and resolved edge cases.

As the French AI Quality Control Lead, I led validation and quality workflows for the French market. I was responsible for overseeing team quality metrics, reviewing complex or disputed tasks, and coordinating with stakeholders. My work included ensuring consistent validation decisions, guideline clarification, and continuous improvement in practices. • Acted as primary contact for French validation team. • Developed and refined operational processes and evaluation standards. • Drove improvement in consistency rate, alignment score, and flag rate. • Delivered feedback and resolved edge cases.

2026 - Present

Quality Control French Validator

Scale AIText

I validated contributor submissions for AI model outputs in the French market, ensuring adherence to project guidelines. My responsibilities included reviewing LLM-generated content for linguistic and logical quality as well as instruction alignment. I provided feedback and contributed to dataset quality across high-volume AI training projects. • Applied evaluation rubrics to approve, reject, or request revisions. • Ensured compliance with internal quality standards. • Identified and escalated guideline ambiguities or edge cases. • Maintained high output standards for large-scale AI datasets.

I validated contributor submissions for AI model outputs in the French market, ensuring adherence to project guidelines. My responsibilities included reviewing LLM-generated content for linguistic and logical quality as well as instruction alignment. I provided feedback and contributed to dataset quality across high-volume AI training projects. • Applied evaluation rubrics to approve, reject, or request revisions. • Ensured compliance with internal quality standards. • Identified and escalated guideline ambiguities or edge cases. • Maintained high output standards for large-scale AI datasets.

2025 - Present

AI Trainer

OtherTextFine Tuning

As a Freelance AI Trainer, I created and evaluated structured datasets and trained large language models using SFT and RLHF methodologies. I delivered feedback on prompt completions, instruction alignment, and fine-tuning iterations. My work contributed substantially to iterative improvement in model performance and quality. • Generated high-quality data for LLM training, including rankings and completions. • Applied SFT and RLHF techniques and evaluated outputs with Evals. • Delivered linguistic and instructional feedback on model completions. • Supported ongoing instruction alignment and fine-tuning.

As a Freelance AI Trainer, I created and evaluated structured datasets and trained large language models using SFT and RLHF methodologies. I delivered feedback on prompt completions, instruction alignment, and fine-tuning iterations. My work contributed substantially to iterative improvement in model performance and quality. • Generated high-quality data for LLM training, including rankings and completions. • Applied SFT and RLHF techniques and evaluated outputs with Evals. • Delivered linguistic and instructional feedback on model completions. • Supported ongoing instruction alignment and fine-tuning.

2024 - Present

Quality Control Auditor for French speaking market

OtherText

In this freelance auditing role, I evaluated the quality of French-language AI labeling and annotation. I assessed LLM outputs for consistency, accuracy, and relevance to project guidelines and flagged or approved tasks as necessary. I also reviewed structured and sensitive content as part of regular safety audits. • Conducted structured and free-form review of LLM outputs. • Provided constructive feedback for non-compliance and flagged deviations. • Approved or rejected tasks per client specifications. • Performed sensitive content and safety reviews.

In this freelance auditing role, I evaluated the quality of French-language AI labeling and annotation. I assessed LLM outputs for consistency, accuracy, and relevance to project guidelines and flagged or approved tasks as necessary. I also reviewed structured and sensitive content as part of regular safety audits. • Conducted structured and free-form review of LLM outputs. • Provided constructive feedback for non-compliance and flagged deviations. • Approved or rejected tasks per client specifications. • Performed sensitive content and safety reviews.

2024 - 2025

Education

Work History