Rim Lahrache

Key Skills

Software

AWS SageMaker

Labelbox

OneForma

Other

Top Subject Matter

No subject matter listed

Top Data Types

Image

Medical Dicom

Text

Top Task Types

Classification

Data Collection

Evaluation Rating

Prompt Response Writing SFT

Question Answering

Freelancer Overview

I am an AI Data annotation and evaluation specialist with proven experience in prompt and response writing for SFT and text classification in both French and English. My work has focused on training and refining LLMS through precise annotation content evaluation, and quality assurance of generated outputs. In addition to SFT and classification, i have contributed to evaluation and rating of LLM outputs, including applications in medecine and healthcare, where accuracy and compliance are critical. I also bring hands on experience in data collection, audio transcription, and multimodal annotation (text and image), ensuring high quality, guideline compliant results.

Labeling Experience

RWS Group – Diamond Project

Aws SagemakerTextClassificationQuestion Answering

Contributed to the annotation and evaluation of text, audio, and image data to support the development of AI models. Performed supervised fine-tuning tasks by creating and correcting prompts and responses, as well as classification and evaluation of outputs. Ensured accuracy, compliance with guidelines, and consistent quality.

Contributed to the annotation and evaluation of text, audio, and image data to support the development of AI models. Performed supervised fine-tuning tasks by creating and correcting prompts and responses, as well as classification and evaluation of outputs. Ensured accuracy, compliance with guidelines, and consistent quality.

2025

Outlier – Coding & Annotation Project

OtherTextClassificationEvaluation Rating

Worked on code annotation and categorization tasks, providing structured labeling and evaluation of coding datasets. Ensured correctness, logical structure, and consistency with client-provided guidelines

Worked on code annotation and categorization tasks, providing structured labeling and evaluation of coding datasets. Ensured correctness, logical structure, and consistency with client-provided guidelines

2025 - 2025

TELUS International – French Data Labeling Project

OneformaTextClassificationQuestion Answering

Performed annotation tasks in French and English, including text classification, transcription, and evaluation of AI outputs. Contributed to training multilingual LLMs by ensuring accurate labels, consistency, and high-quality annotations.

Performed annotation tasks in French and English, including text classification, transcription, and evaluation of AI outputs. Contributed to training multilingual LLMs by ensuring accurate labels, consistency, and high-quality annotations.

2025 - 2025

RWS Group – Meta AI GenAI Multimedia-17_3P

OtherImageEvaluation RatingComputer Programming Coding

Worked on AI multimedia generation tasks by uploading images, applying text prompts, and generating video outputs on the Squirrel platform. Focused on ensuring quality, coherence, and alignment with project requirements.

Worked on AI multimedia generation tasks by uploading images, applying text prompts, and generating video outputs on the Squirrel platform. Focused on ensuring quality, coherence, and alignment with project requirements.

2025 - 2025

Education

Work History