Amal Soibey

Key Skills

Software

Appen

Clickworker

CVAT

HiveMind

Telus

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Computer Code Programming

Image

Top Task Types

Bounding Box

Computer Programming Coding

Entity Ner Classification

Freelancer Overview

I am an AI Model Trainer and NLP Specialist with several years of hands-on experience in data annotation, linguistic evaluation, and large language model improvement. I’ve contributed to global AI projects involving text, audio, and multimodal datasets, providing high-quality annotations, model output evaluations, safety scoring, and content moderation. My work has supported better reasoning, summarization, conversation quality, and factual accuracy in LLMs. Fluent in English, French, and Spanish, I bring strong multilingual capabilities that allow me to work across diverse linguistic tasks, including translation, transcription, and multilingual dataset development. I’m experienced with prompt evaluation, dataset validation, and QA processes that ensure model outputs meet strict quality and safety standards. My background in Information Technology, combined with real-world experience working with international AI vendors, enables me to approach tasks with both technical understanding and linguistic precision. I’m detail-oriented, adaptable, and committed to producing data that directly improves the performance and reliability of modern AI systems.

Labeling Experience

TELUS International

TelusTextEvaluation Rating

Labeled and categorized text data, reviewing model-generated responses for accuracy, clarity, and safety. Compared multiple outputs and selected the most helpful version based on reasoning quality, coherence, and relevance. Ensured all responses followed task instructions and safety policies.

Labeled and categorized text data, reviewing model-generated responses for accuracy, clarity, and safety. Compared multiple outputs and selected the most helpful version based on reasoning quality, coherence, and relevance. Ensured all responses followed task instructions and safety policies.

2024 - 2025

Multilingual Data Annotation & Translation

AppenAudioPrompt Response Writing SFT

Annotated multilingual datasets in English, French, and Spanish. Completed translation tasks, sentence-level classification, conversation quality evaluation, and transcription of short audio clips. Labeled sentiment, intent, entities, and linguistic structures to support multilingual NLP model development. Ensured linguistic accuracy and consistency across diverse datasets.

Annotated multilingual datasets in English, French, and Spanish. Completed translation tasks, sentence-level classification, conversation quality evaluation, and transcription of short audio clips. Labeled sentiment, intent, entities, and linguistic structures to support multilingual NLP model development. Ensured linguistic accuracy and consistency across diverse datasets.

2021 - 2025

Education

Work History