Hamza Izraguen

Key Skills

Software

Remotasks

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Document

Image

Top Task Types

Action Recognition

Classification

Data Collection

Emotion Recognition

Mapping

Freelancer Overview

I have experience working on AI training projects with Remotasks, including the Cocoa and Eval projects. I worked on tasks like rating AI responses, checking content quality, and labeling data in English, French, and Arabic. I have strong skills in language, communication, and understanding context. My background in sales and customer service helps me work well on tasks that need clear and natural language. I’m also good at working with rules, details, and different cultures.

Labeling Experience

COCOA and EVAL Project (french)

Scale AITextText GenerationText Summarization

The Cocoa Project on Remotasks mainly involves text-based labeling related to LLM training, and the main labeling types include: 🔹 Ranking / Comparison (Pairwise or Multi-choice) You are shown two or more AI-generated responses to the same prompt. Your task is to rank them from best to worst based on helpfulness, clarity, relevance, and safety. 🔹 Scoring / Rating You give scores (usually from 1 to 5) on specific criteria like: Helpfulness Accuracy Toxicity / Bias Clarity 🔹 Rewrite / Generation You are asked to edit or rewrite an AI response to make it better. Sometimes, you write a new response from scratch based on a user prompt.

The Cocoa Project on Remotasks mainly involves text-based labeling related to LLM training, and the main labeling types include: 🔹 Ranking / Comparison (Pairwise or Multi-choice) You are shown two or more AI-generated responses to the same prompt. Your task is to rank them from best to worst based on helpfulness, clarity, relevance, and safety. 🔹 Scoring / Rating You give scores (usually from 1 to 5) on specific criteria like: Helpfulness Accuracy Toxicity / Bias Clarity 🔹 Rewrite / Generation You are asked to edit or rewrite an AI response to make it better. Sometimes, you write a new response from scratch based on a user prompt.

2024 - 2024

Education

Work History