Laila Sehbani

Key Skills

Software

Clickworker

OneForma

Scale AI

Telus

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Video

Top Task Types

Evaluation Rating

Translation Localization

Freelancer Overview

I’m a multilingual AI training and evaluation specialist with 10 years of experience working across Arabic, French, and English. I’ve contributed to large-scale projects with Outlier, Telus, RWS, and Appen—focusing on refining LLM outputs, rewriting AI-generated conversations, evaluating assistant responses, and improving ad relevance. I’ve worked on both text and audio tasks, including content safety, sentiment analysis, and dialect data creation. My role has always centered on improving response accuracy, naturalness, and policy alignment helping AI systems sound more human, factual, and locally aware.

Labeling Experience

AI Chat Evaluation & Rewrite – RLHF Project

Scale AITextText GenerationRLHF

Reviewed and rewrote multi-turn AI chat responses in English, French, and Arabic (including Moroccan Darija). Tasks included checking response accuracy, tone, policy compliance, and usefulness; rewriting weak answers to create high-quality reference outputs for reinforcement learning; verifying facts and sources; and assessing AI-generated audio clips for clarity, human-likeness, and natural prosody.

Reviewed and rewrote multi-turn AI chat responses in English, French, and Arabic (including Moroccan Darija). Tasks included checking response accuracy, tone, policy compliance, and usefulness; rewriting weak answers to create high-quality reference outputs for reinforcement learning; verifying facts and sources; and assessing AI-generated audio clips for clarity, human-likeness, and natural prosody.

2024

Education

Work History